[HN Gopher] One AI Tutor Per Child: Personalized learning is fin...
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       One AI Tutor Per Child: Personalized learning is finally here
        
       Author : ChaitanyaSai
       Score  : 263 points
       Date   : 2023-03-17 14:52 UTC (8 hours ago)
        
 (HTM) web link (saigaddam.medium.com)
 (TXT) w3m dump (saigaddam.medium.com)
        
       | yalogin wrote:
       | In India there is already a big push towards getting every kid a
       | computer in the government run schools. There are huge companies
       | that deliver computers and then also the teaching/lessons
       | services on top. Now they are also going to latch on to the AI
       | story to make money. Nothing more to it. Meanwhile on the ground
       | teachers are treated like dirt, over worked and under staffed.
        
         | mynameisvlad wrote:
         | You make it sound like improving childhood computer literacy is
         | somehow a bad thing.
        
       | tablespoon wrote:
       | We've seen this before: use hype and techno-optimism to sell a
       | bill of goods.
       | 
       | If history is any guide, the concept of an "AI tutor" won't be
       | used to "[give] every child their own personal Aristotle," it
       | will be used to cut costs by replacing human teachers for low-
       | status students with poor substitutes.
       | 
       | Seriously, think about how much money can be saved from firing
       | most teachers and locking poor kids in a cubicle farm to stare at
       | an insane "AI tutor's" screen all day.
       | 
       | And what's the strongest message sent by replacing human
       | interactions with a machines?: "We don't care enough about you to
       | actually bother to interact with you." Think of how you feel when
       | you have a problem, you make a call to fix it, and all you get
       | are phone menus.
       | 
       | And look at all the examples in the article: use GPT to generate
       | crappy stories and educational games for kids to play. How can
       | anyone think that's better than using a book? At least the book's
       | stories and games can be tested and evaluated before use.
       | 
       | The actual problem here is the sociopolitical one of
       | unwillingness to allocate enough resources to education to make
       | it truly effective and satisfying, and that's one that technology
       | can't solve.
        
         | A4ET8a8uTh0 wrote:
         | It is actually an interesting point. Journalists seem to be
         | catching up to the fact that running ( or at least training
         | data ) is not exactly a cheap task and kids aristotle probably
         | shouldn't be trained on 4chan.
         | 
         | Naturally, some analysts would say that means there is tons of
         | consulting money to be made..and it seems like spending is easy
         | and profitable.
        
         | stephenhuey wrote:
         | And the divide may further increase since kids whose families
         | can afford personal human instruction may get ahead even more.
        
         | nabnob wrote:
         | Well fucking said. For a lot of kids, their teacher is one of
         | the few stable adults in their life. There's a ton of social
         | and emotional things kids learn from good teachers beyond just
         | book knowledge.
        
           | forgotusername6 wrote:
           | Though there are plenty of people who could provide the
           | social side but aren't equipped to teach the curriculum.
           | Perhaps you could use an AI teacher to deliver lessons that
           | the class teacher was not qualified to teach. This could be
           | done with the real teacher in the room.
           | 
           | One of the best teachers my child ever had was limited to
           | teaching first grade due to a lack of maths ability.
           | Everything else about them was fantastic. Maybe AI teachers
           | can help in cases like that.
        
             | kwhitefoot wrote:
             | There are plenty of people who can do the technical side of
             | teaching the curriculum. Most of them can earn more
             | elsewhere doing a job that is considerably less stressful.
             | Education needs to be funded so that it can attract people
             | and it needs to be reorganized to reduce the stress.
             | 
             | The vast majority of what is taught in primary schools
             | doesn't need a lot of subject matter skill, what it needs
             | is the ability to teach and the toughness to survive the
             | environment. And it has to pay well enough to attract
             | people who have those qualities because those same
             | qualities make those people attractive to other employers.
        
               | fn-mote wrote:
               | > There are plenty of people who can do the technical
               | side of teaching the curriculum. Most of them can earn
               | more elsewhere [...]
               | 
               | Yes.
               | 
               | One problem I come across repeatedly is: how do you
               | identify whether someone has the technical competence to
               | do the teaching? Is there any way of knowing if they're
               | doing a good job?
               | 
               | As an IC they are implementing features and shipping
               | products. As a teacher...? Test scores going up is
               | uncorrelated with teaching quality, apparently. (NYC,
               | just look at the scatterplot in [1].) So it seems like
               | there's a deep problem here.
               | 
               | Now imagine someone in K-12 hiring a CS teacher. Who do
               | they have that is competent to evaluate the skills of the
               | person they want to hire? Probably nobody at all.
               | 
               | [1] https://garyrubinstein.wordpress.com/2012/02/28/analy
               | zing-re...
        
         | nextworddev wrote:
         | Not sure if an AI tutor is a "poorer" substitute for ALL human
         | teachers given there are many teachers who aren't be try
         | qualified teaching
        
         | ren_engineer wrote:
         | >it will be used to cut costs by replacing human teachers for
         | low-status students with poor substitutes
         | 
         | most public school teachers are glorified babysitters at this
         | point anyway, I can recall only a single teacher during my 12
         | year public school attendance that was actually helpful. From
         | what I've seen from GPT-4 so far, I'd have taken a ChatGPT Plus
         | subscription and laptop over dedicated teachers. YT and Khan
         | Academy were far more useful than my actual teachers
        
           | idontpost wrote:
           | [dead]
        
           | cyrialize wrote:
           | I've mentioned this before across HN, but I'll mention it
           | again - human-to-human interaction is critically important
           | for young children.
           | 
           | You basically have to teach young kids how to act like a
           | human being. Kids will get this teaching in daycare and
           | through their parents, but that alone isn't enough and it is
           | important to reinforce this through schools.
           | 
           | People often forget this because you don't really remember it
           | and then you end up making assumptions on how you act now -
           | not realizing that a teacher may have taught you when you
           | were younger.
           | 
           | I think the best example of this is handing out worksheets to
           | kindergartners. An average person may think that you just
           | give them pencils and paper. An experienced teacher knows
           | that they have to teach the kids where to write their name,
           | how to follow along the line, to read instructions, flip the
           | page over to check for more, etc.
           | 
           | This is practically true for all children. Again, many may
           | argue that you can receive this teaching through your parents
           | and day-care, but once a child gets old enough they are
           | spending most of their time in school. Think of it like
           | language learning. You'll learn more of the language if you
           | are being taught it all day, rather than only at home with
           | your parents.
           | 
           | You also experience more interaction with kids your age at
           | school. There are many situations that come up where a
           | teacher guiding you is important, and these same situations
           | may not come up at home (especially if you are a single
           | child).
           | 
           | I do think after a certain point you can rely on technology
           | more for learning. I just want to emphasize that having a
           | human teacher trained for working with children is critically
           | important for the growth of a child.
        
           | agentdrtran wrote:
           | teachers do not _want_ to be babysitters, but when you have
           | overstuffed classrooms, no prep time, no equipment, hungry
           | kids, etc etc what are you able to do?
        
             | dmvdoug wrote:
             | Not to mention state-mandated testing regimes that have
             | nothing to do with actual student learning, hyper-local
             | control of education in elected school boards whose members
             | are often as dumb as a box of rocks, extreme pressure from
             | administrators to get kids through so their performance
             | numbers are juiced rather than actually taking whatever
             | time is needed for those students to accomplish what they
             | need to, etc. I'm a public school teacher. I never cease to
             | be impressed how very little people who don't work in
             | education understand about the realities of education.
        
             | HDThoreaun wrote:
             | I don't see what point you're trying to make. Sure, we
             | could make education better by spending more on it, but the
             | voters don't want to, so it's not going to happen. Given
             | that society is not willing to spend more on education what
             | can we do with the budget we have?
        
               | _justinfunk wrote:
               | I think we've tried the "we could make education better
               | by spending more on it" method. Based on the current
               | state of public education, I don't know that this
               | approach has been proven correct.
        
               | fn-mote wrote:
               | 1. Citations for the claim that we are spending more for
               | the same results would be productive... but I believe it.
               | 
               | 2. I believe the problem is that the extra money is not
               | going to proven-effective programs and teachers. There is
               | some question to me whether anything is proven
               | effective... in spite of whatever you read in books
               | written for teachers.
               | 
               | 3. The parent comment is pretty nihilistic. Try to
               | propose something that you think might improve the status
               | quo. (E.g., the comments about the highest impact of
               | extra spending being in social services instead.)
        
               | HDThoreaun wrote:
               | > Try to propose something that you think might improve
               | the status quo.
               | 
               | Use LLMs to compliment class activities so that students
               | can receive the individual attention they need.
        
           | lm28469 wrote:
           | Did you do an AB test with your clone and checked how it
           | fared without going to school ?
        
           | tablespoon wrote:
           | > most public school teachers are glorified babysitters at
           | this point anyway
           | 
           | That's a common but pretty twisted bit of logic: "we've made
           | it shitty, so we should make it shittier because it's already
           | so shitty."
        
             | savanaly wrote:
             | No, he said we should make it less shitty. And outlined a
             | way to do so. Why misrepresent his words?
        
               | tablespoon wrote:
               | > No, he said we should make it less shitty. And outlined
               | a way to do so. Why misrepresent his words?
               | 
               | No, he didn't outline a way to make it better. He
               | denigrated the people involved, in a way that is (most
               | charitably) an oblique reference to low education budgets
               | (e.g. not enough money to hire enough teachers or attract
               | talented teachers). Then he held up some references to a
               | few techie things.
               | 
               | Maybe he's a genius autodidact that never really got much
               | benefit from his teachers. There have always been people
               | like that, but they've never been common. A system
               | tailored to people like that would fail the vast majority
               | (e.g. be shitty).
        
           | kwhitefoot wrote:
           | Sounds like you were self motivated. What about all the other
           | children who have been told over and over that scholastic
           | achievement is only for the weak and those whose early years
           | were spent gazing vacantly at television. A teacher's job is
           | not merely to recite the material but also to somehow make
           | the student receptive to it.
        
         | ajot wrote:
         | > We've seen this before: use hype and techno-optimism to sell
         | a bill of goods.
         | 
         | Yep, after reading a piece on ed-tech failures of the decade
         | 2010-2020[0] here on HN[1], I've become pretty convinced that
         | big-scale education is hard (if not impossible) to solve with
         | IT might only.
         | 
         | Sure, one person alone can learn something through Wikipedia,
         | Coursera, YouTube, Khan Academy or tutorials, but that can't
         | replace structured environments if your missiob is to educate
         | lots of people.
         | 
         | [0] http://hackeducation.com/2019/12/31/what-a-shitshow
         | 
         | [1] https://news.ycombinator.com/item?id=21948132
        
         | imchillyb wrote:
         | > ..."We don't care enough about you to actually bother to
         | interact with you."
         | 
         | "Thank you for calling customer support. We value your
         | business. Please enjoy this...music...while you wait. Thank you
         | for calling customer support." M U S I C ! ! !
        
         | UncleMeat wrote:
         | I'm very worried about this.
         | 
         | We spend an absolute shitload of money educating children. This
         | is paid for by society. But it is also _so incredibly worth
         | it_. I 'm worried that politicians will see an opportunity to
         | shed costs without considering the implications and we end up
         | with children raised online by robots.
        
         | motoxpro wrote:
         | Very US centric point of view. If the teachers are fine, leave
         | them be. If a place doesn't have the resources to hire said
         | teachers, use tools that help.
         | 
         | Or in the US, if teachers are that important, maybe give them
         | more resources to do their job. i.e. buying supplies,
         | computers, etc for your kids class.
        
         | andybak wrote:
         | I'm cautiously more optimistic. Education is already
         | chronically underfunded in most places. If it became cheaper to
         | give personalized attention then maybe the quality of education
         | delivered might actually improve.
        
           | tgv wrote:
           | It won't. You don't get attention; you get a reply.
           | 
           | MOOCs have terrible performance in comparison with even huge
           | audience lectures. Online teaching during COVID proved that
           | that doesn't work either. A machine doesn't have the
           | authority and conviction of a real person. The combination
           | means that the levels will have to drop only to sustain the
           | idea that this could work.
           | 
           | If some country is going to push this, the sunken cost
           | fallacy and the impossibility to hire new teachers will
           | finish education off, once and for all.
           | 
           | Optimism should _NEVER_ be a basis for fucking with something
           | as important as school.
        
             | ghaff wrote:
             | I'm not convinced a MOOC is necessarily worse than a pure
             | large lecture class if the material is amenable to auto-
             | graded problem sets. (Leaving aside a regular class would
             | typically have TAs and other students you could get help
             | from.)
             | 
             | But they sure didn't live up to the hype. They didn't
             | democratize education in any meaningful way. And I'm not
             | sure even the people with undergrad and grad degrees who
             | made up the majority of MOOC students use them much these
             | days. I know, for me, they were mostly a novelty for a
             | while. Maybe if I want to dip into a topic I'll watch some
             | online video but I haven't even signed up for a MOOC for
             | years at this point.
        
       | objektif wrote:
       | I would spend insane amount of money if AI can educate and
       | entertain my kids.
        
       | japhyr wrote:
       | This kind of conversation always comes back to the tension
       | between school and learning. Everyone agrees learning is a good
       | thing; school has been a mix of really good experiences, okay
       | experiences, and traumatic experiences for people.
       | 
       | Think back a moment to the best teacher you ever had. Many of us
       | have had a teacher who was so good, they affected the trajectory
       | of our lives for the better.
       | 
       | I'm much more careful in how I phrase experiences with bad
       | teachers, because there are teachers who have assaulted people.
       | Fortunately, the worst teachers I ever had were just terrible at
       | teaching; they were protecting their jobs more than teaching, and
       | we just had to endure a semester with them and try to not let
       | them tank our grades. Mostly we laughed at them behind their
       | backs and spent that time socializing.
       | 
       | I have a 12yo. I would much rather he spend time with an AI tutor
       | than endure time with one of these bad teachers. But I also,
       | _really_ don 't want him to miss out on those life-changing
       | experiences with some of the best teachers around.
       | 
       | Like all things in life, it's all about balance. These AI tutors
       | are just new tools, and we need to figure out how to use them
       | well in our human lives.
        
       | ranting-moth wrote:
       | If you thought your schooling was boring, imagine being stuck
       | with the woke ChatGPT as a tutor for 10 years.
        
         | nerdponx wrote:
         | It's astounding that you are so fearful and narrowminded as to
         | think ChatGPT being "woke" is the problem here.
        
           | ranting-moth wrote:
           | I'm more fearful of how difficult it is to discuss problems
           | with woke people due to their tendency to make it personal
           | and belittling people they disagree with.
        
             | nerdponx wrote:
             | Everyone else is here debating AI and education. Nobody
             | said anything about being "woke" except you.
        
         | nemo44x wrote:
         | I'm sure there will be a based model as well.
        
       | enobrev wrote:
       | At this stage, I would sooner give my toddler an all-access pass
       | to YouTube.
       | 
       | I'm not saying this will _never_ be good. But it feels pretty
       | early to unleash this bastion of confidently incorrect answers
       | upon developing minds.
        
       | snickerbockers wrote:
       | My $0.02 is that this a very dangerous idea with the current
       | state of GPT. My experience with ChatGPT is that it has a
       | tendency to make up bullshit when it doesn't have the answer to a
       | question instead of admitting that it doesn't know, and that's an
       | extremely bad example to set for children.
       | 
       | Maybe some day this could happen; it probably is possible to make
       | a language model that isn't an arrogant jerk, but it needs to be
       | thoroughly tested first.
        
       | gaze wrote:
       | My partner, who works at a school, shared an email with me this
       | morning that said "We just received 15 cases of copy paper. This
       | has to last us to the end of the year." Usually when you try to
       | make an honest effort to improve things, you make a ranked list
       | of things that will have the most impact, not a ranked list of
       | things that will be the most entertaining to you. I wonder if
       | these people who think this is a good idea have polled the
       | teachers to see what they think of the idea. I get that part of
       | the silicon valley ethos is "we know best" but come on -- is the
       | "if we gave people what they asked for, they'd get a Zune"
       | approach appropriate for education, when the flaws are so
       | glaringly obvious?
       | 
       | The teachers and schools need more money that goes to teachers
       | and student resources, not more iPads, smartboards, bullshit-
       | artist AI, or overinflated admin salaries. Just call this what it
       | is -- entertainment for technologists.
        
         | tablespoon wrote:
         | > I get that part of the silicon valley ethos is "we know
         | best"...
         | 
         | It's not even really that, because phrasing doesn't really
         | capture how off-target and self-serving SV often is. It's more
         | like "whatever we happen to be hyping right now is your
         | solution."
         | 
         | > Just call this what it is -- entertainment for technologists.
         | 
         | That's spot on.
        
       | moron4hire wrote:
       | Considering the massive amount of resource expenditure that it
       | has taken to develop LLMs, is this really cheaper than just
       | giving kids a tutor?
       | 
       | I work in adult education, at a company that services government
       | contracts. We keep hearing about how our clients are dreaming
       | about AI making the "perfect" learning experience for their
       | employees, customized to their every need.
       | 
       | Or at least, that's what they say. They say they want customized
       | experiences for students, but what they really mean is they want
       | to cut costs. Because if it was just about making good training,
       | they could just keep paying us, stop trying to nickel-and-dime us
       | on everything, and have customized, personalized training
       | experiences because that's what human teachers already do.
       | 
       | So they don't want to pay anymore and are hoping AI is going to
       | do it for them. They ask us about it and we talk about what it
       | would take to even make a pilot program that may or may not get
       | anywhere close to their goals (honestly, probably not. I've done
       | some tests and it makes for a good sales demo, but actually
       | making a good quality, consistent product out of it is a whole
       | research project on its own). And the cost is... tech project
       | costs. And they don't want to pay.
       | 
       | In other words, human teachers aren't actually that expensive.
        
       | serjester wrote:
       | I'm surprised to see this much negativity on here. The dream
       | where every student can ask questions and work through problems
       | with their own tutor is within reach. This is vastly better than
       | the current approach, and when you combine classroom group work
       | with personalized AI it enables awesome things.
       | 
       | This is coming from someone who found Khan indispensable in high
       | school. I wasn't alone and at the end of the day watching
       | lectures is an incredibly passive way to learn content.
       | 
       | Software developers using copilot trust AI to write 40% of their
       | code but we think teaching 9 year olds math problems is out of
       | reach? Yes it will have flaws, but there's so much potential so
       | why not try?
        
         | Syonyk wrote:
         | > _I'm surprised to see this much negativity on here._
         | 
         | Why?
         | 
         | The last decade of the tech industry has been "Promise the
         | moon, deliver a mud pie, oh, and the most recent mud pie just
         | turned three more of your friends into raving conspiracy
         | theorists who won't stop posting on Facebook about how
         | Zuckerburg is a felon who needs to go into jail, and can't be
         | convinced that their time on the platform is exactly why he has
         | so much power."
         | 
         | > _...so why not try?_
         | 
         | If a tech journalist can make the current wave of LLM stuff
         | misbehave so quickly, imagine what a group of students can do.
         | 
         | We _know_ what works in education, and it 's hiring more
         | teachers, investing in the teachers so they have the resources
         | to teach, giving them the freedom to refine the lessons to the
         | class, reducing class sizes, etc.
         | 
         | We also _know_ that  "EduTech" promises huge things they never
         | quite deliver on, and generally involve "funneling huge amounts
         | of money to EduTech companies for basically the same results
         | you had before."
         | 
         | Throwing "But AI!" into that mix doesn't seem like it's going
         | to change a thing, and the last thing kids need is _more_ time
         | staring into screens.
        
           | HDThoreaun wrote:
           | > We know what works in education, and it's hiring more
           | teachers, investing in the teachers so they have the
           | resources to teach, giving them the freedom to refine the
           | lessons to the class, reducing class sizes, etc.
           | 
           | And why haven't we done this? Because no one is willing to
           | pay for it. Your solution is a non-starter, how about coming
           | up with some practical alternatives? AI teachers are how we
           | can implement one on one teaching at a cost people are
           | willing to pay.
        
             | Syonyk wrote:
             | Doing more shit that doesn't work, with the only benefit
             | being profits for the tech industry, _should_ be a non-
             | starter.
             | 
             | There's a reason most Silicon Valley high end private
             | schools don't use tech to teach. Because it doesn't work.
             | And pretending it does at this point is just idiotic. It's
             | a waste of money that could be better spent.
             | 
             | I agree, nobody wants to spend money on education, but
             | "throwing that limited funding away getting every student a
             | faster iPad" doesn't help solve the problem either.
        
               | sebzim4500 wrote:
               | >There's a reason most Silicon Valley high end private
               | schools don't use tech to teach
               | 
               | Until a few months ago no one who might build these
               | products had access to models that were anywhere near
               | this good, so of course it is only becoming a serious
               | consideration now.
               | 
               | No one has attempted anything like this, I'm not sure why
               | you are acting as if this has been tried and failed.
        
             | phatfish wrote:
             | Anyone who thinks an AI "teacher" is going to successful
             | educate even the top 10% of students is insane. Maybe the
             | top 5% in the class have enough outside support to make an
             | AI teacher improve their grade.
             | 
             | The rest will just laugh at being told what to do by an AI
             | chat bot.
             | 
             | The TEACHER may well benefit from being able to plan a
             | lesson with an AI, but i guarantee, no education system
             | will improve grades by letting an AI loose with kids as a
             | replacement for a human teacher.
             | 
             | I'm sure it will be tried as a way to avoid funding
             | education sufficiently. Can't have the population too well
             | educated, they might work out how they are really getting
             | screwed.
        
         | sebzim4500 wrote:
         | I'm not at all surprised to see the negativity. Ever since the
         | recent AI boom this website has gone to hell. Too many people
         | confuse cynicism with insight.
        
       | DeathArrow wrote:
       | Using LLM in education may lead to trouble unless supervised.
       | Children will learn a lot of fake information made up by the LLM.
        
       | Havoc wrote:
       | As a supplement I could see it being good. As primary source
       | maybe not quite yet
        
       | vlunkr wrote:
       | Do I have to point out the very very obvious issue that these
       | LLMs will spit out false information pretty regularly?
       | 
       | I think LLMs are exciting of course, but this post is overly
       | flowery and relies heavily on bashing the current education
       | system without seriously analyzing any of the potential
       | shortcomings of AI.
        
       | spywaregorilla wrote:
       | Here is a brief chat I had asking about trig. If you haven't gone
       | through this exercise, please read it. I'm of the opinion that
       | this is going to be immensely useful. This is much better than a
       | typical textbook, if for no other reason than you don't have to
       | find the information yourself. The language is clear and concise,
       | and you can ask for clarification on specific things without
       | needing to look for it elsewhere. I self taught myself a few AP
       | courses with a book. I feel like I would have been MUCH MUCH
       | BETTER OFF if I could have used this.
       | 
       | ME: what's trigonometry
       | 
       | GPTPlus: Trigonometry is a branch of mathematics that deals with
       | the relationships between the angles and sides of triangles. It
       | is used to solve problems involving triangles and is also applied
       | in various fields such as physics, engineering, and astronomy.
       | Trigonometric functions such as sine, cosine, tangent, cosecant,
       | secant, and cotangent are used to calculate the values of angles
       | and sides of triangles. These functions have important
       | applications in fields such as navigation, architecture, and
       | computer graphics. Trigonometry also has connections with complex
       | numbers and calculus, making it a fundamental subject in
       | mathematics.
       | 
       | Me: I need to use sine, cosine, and tangent. What are those. how
       | do they work
       | 
       | GPTPlus: Sine, cosine, and tangent are the three most common
       | trigonometric functions used in mathematics. They are abbreviated
       | as sin, cos, and tan, respectively. Each of these functions
       | relates the angle of a right triangle to the ratio of two of its
       | sides.
       | 
       | Here's a brief explanation of each of these functions:
       | Sine (sin): The sine of an angle in a right triangle is defined
       | as the ratio of the length of the side opposite the angle to the
       | length of the hypotenuse. In other words, sinth =
       | opposite/hypotenuse.              Cosine (cos): The cosine of an
       | angle in a right triangle is defined as the ratio of the length
       | of the adjacent side to the length of the hypotenuse. In other
       | words, costh = adjacent/hypotenuse.              Tangent (tan):
       | The tangent of an angle in a right triangle is defined as the
       | ratio of the length of the side opposite the angle to the length
       | of the adjacent side. In other words, tanth = opposite/adjacent.
       | 
       | To use these functions, you need to know the values of at least
       | two sides of a right triangle and the angle of interest. You can
       | then use the appropriate trigonometric function to find the value
       | of the unknown side or angle.
       | 
       | For example, if you know the length of the adjacent side and the
       | angle, you can use the cosine function to find the length of the
       | hypotenuse. Or, if you know the length of the opposite side and
       | the adjacent side, you can use the tangent function to find the
       | angle.
       | 
       | ________________________
       | 
       | Me: can you go through an typical example of how to use sin with
       | actual numbers
       | 
       | GPTPlus: Sure, I'd be happy to go through an example of how to
       | use the sine function with actual numbers.
       | 
       | Let's say we have a right triangle with an angle of 30 degrees
       | and a hypotenuse of 10 units. We want to find the length of the
       | side opposite the 30 degree angle.
       | 
       | To use the sine function, we'll use the formula sinth =
       | opposite/hypotenuse, where th is the angle of interest.
       | 
       | In this case, we have:
       | 
       | sin(30) = opposite/10
       | 
       | To solve for opposite, we can rearrange the formula:
       | 
       | opposite = sin(30) x 10
       | 
       | Now, we need to use a calculator or reference table to find the
       | value of sin(30). The sine of 30 degrees is 0.5. So, we have:
       | 
       | opposite = 0.5 x 10
       | 
       | opposite = 5
       | 
       | Therefore, the length of the side opposite the 30 degree angle is
       | 5 units.
       | 
       | This is just one example of how to use the sine function.
       | Depending on the information given, you may need to use different
       | trigonometric functions or formulas to solve for the unknown side
       | or angle.
        
       | Sol- wrote:
       | Hook up our kid to the AI, so they are prepared for the world
       | when their partner will also be an AI. Good idea, they'll be
       | prepared for a world where nothing is real anymore.
       | 
       | (I do realize this echos concerns from earlier generations about
       | books, to video games and anything being bad for kids, but come
       | on..)
        
       | renewiltord wrote:
       | Yes, this is the dream. Being able to accelerate learning through
       | personalized tuition is going to be huge for children.
       | 
       | The hard part is going to be LLM access in a way that doesn't
       | permit dopamine honeypots. Currently these are through general
       | purpose Internet access tools, but it's a very natural user
       | interface shift to not permit links to arbitrary pages.
       | 
       | I remember being a child and here's my true and absolute truth:
       | kids are intelligent and curious and anything that indulges that
       | will accelerate their learning.
       | 
       | The Primer is within reach.
        
       | kwhitefoot wrote:
       | Personalized by whom? I'm reminded of the Jesuit maxim
       | 
       | "Give me the child for the first seven years and I'll give you
       | the man."
        
         | FeteCommuniste wrote:
         | Give ChatGPT the child for the first seven years and ChatGPT
         | will give you...well, I guess we're about to find out.
        
       | ericskiff wrote:
       | My first attempt at writing a novel back in 2002 was based on
       | this exact concept, where all kids are raised by a patient, wise,
       | personalized AI teacher.
       | 
       | When we meet our main character, she's 3rd generation "raised by
       | AI", and being intentionally radicalized by a hacked version of
       | the AI. It's seeking out kids who are predisposed to counter-
       | culture and deviance and then crafting them to play parts in a
       | rebellion.
       | 
       | When I wrote it, the radicalized young people, AI, and it's
       | hackers were the heroes, banding together to wake up their
       | society from the vast numbers of people outside the network of
       | in-system cities who were starving.
       | 
       | Looking back, the rise of radicalization via youtube and social
       | media makes me much less optimistic on how this sort of attack
       | would really be used.
       | 
       | I wouldn't be too quick to discount the use (and threats) of AI
       | based tutors.
       | 
       | It's going to be cheap and easy to build them in to products (see
       | duolingo), and I can see something like this being adopted by
       | kids without their parents even realizing it.
       | 
       | I know plenty of adults who are already using ChatGPT as a first
       | line of knowledge gathering when learning new topics, and I find
       | myself and people around me leaning on it to synthesize
       | information and make first drafts when writing. Adoption is
       | happening fast.
        
         | thrown123098 wrote:
         | Radicalisation against a system you've bought into looks like
         | terrorism. Radicalisation against a system you haven't is
         | freedom fighting. Congratulations in getting old and selling
         | out.
        
       | disqard wrote:
       | For those who are in the "technology will solve education at
       | scale" camp and open-minded + curious to learn how this has
       | played out over the past century, I highly recommend Audrey
       | Watters' work ([0], [1])
       | 
       | Every new flavor (radio->TV, TV->Internet, Internet->MOOCs) was
       | going to succeed where the previous one had failed, but (spoiler
       | alert), cutting human teachers out of the loop has had a 100%
       | failure rate (at scale -- though small pockets may have seen
       | success).
       | 
       | [0] https://www.nea.org/advocating-for-change/new-from-
       | nea/far-r...
       | 
       | [1] The Monsters of Education Technology (book)
        
         | zug_zug wrote:
         | I feel like a lot of people are taking a very emotional stance
         | on this.
         | 
         | Everything I learned about coding I learned through new mediums
         | (software/internet) myself, no human in the loop. Just a bit of
         | a generalization.
        
       | salad-tycoon wrote:
       | Been playing around with these things, yes there are many
       | possible applications, obvious pitfalls (seamless
       | lying/hallucinations) etc but on top of all that it is very very
       | sticky. Like FB when it was new or TikTok. Ask it anything, get a
       | tailored response just right for your feel good brain chemicals.
       | Keep asking, keep being rewarded.
       | 
       | Maybe if the AI is limited to age appropriate math that won't be
       | such a problem but obvious danger is for kids to "Turn on, tune
       | in, drop out" with an AI brain tickler.
        
       | paganel wrote:
       | This is beyond bleak.
       | 
       | Hopefully it's just part of the hype cycle and nothing like
       | what's described in the post will ever come to life.
        
         | Jevon23 wrote:
         | The future is what people make of it. Vote with your feet.
         | Refuse to participate in systems that you don't think are
         | ethical. At least homeschooling is still an option, for the
         | time being.
        
       | enord wrote:
       | None of this is remotely acceptable. We raise children so they
       | can become like us. What are we? Depends on time, place and
       | circumstance, all of which are in constant flux.
       | 
       | How or why regular human interaction gradually adjusts children
       | to adulthood is a subject about which our most accurate asessment
       | is that we know next to nothing.
       | 
       | If there is one path down which civilization as we know it may
       | cease to exist, it starts here. All it takes is one generation of
       | feral children. We will be celebrating increases in literacy and
       | standardized test scores before we finally notice and it is too
       | late.
       | 
       | Words escape me.
        
         | rootusrootus wrote:
         | I think most people understand social interaction is critical.
         | Even dedicated homeschoolers set up regular interaction between
         | peers so their children get socialization time.
         | 
         | If anything, a really good personalized virtual teacher could
         | minimize the amount of time we have to spend learning the
         | basics, freeing up time to play and socialize. But yes, as
         | adults we have to make sure that's how it plays out.
        
           | enord wrote:
           | Take stock of how willing people are to believe in the
           | miracle of technology. Add to that the desperation with which
           | we try to improve education. Multiply by track record.
           | 
           | I don't like those numbers.
        
       | armchairhacker wrote:
       | Teaching entirely by LLMs? Not likely. I think we will still need
       | humans in the loop and humans to design the curriculum.
       | 
       | But I believe _technology_ is the future of education. Instead of
       | having many, many classes of like ~10-50 students with underpaid
       | /overworked/mistreated teachers, some of who are much better than
       | others, we rely on services like Khan Academy. Not even services
       | with an AI, just pre-planned learning modules, and then we can
       | keep a human tutor for those who need extra for whatever reason
       | (e.g. curiosity, more help).
       | 
       | Many people think tools like Khan Academy are the lazy and less
       | effective alternate to real teaching, and maybe they are now
       | because some of them really suck. But online modules have the
       | potential to be much _better_ than even a group of engaged, in-
       | person tutors. Not because an AI tutor is better, but because we
       | _want_ a standard, universal curriculum; and one curriculum for
       | ~1mil+ students can be designed by the highest caliber (human)
       | teachers and have highly-interactive (human-made) demos powered
       | by computer programming.
       | 
       | Also, no matter how good the AI tutors are, 100% online learning
       | is not the solution Students from pre-K to graduate school rely
       | on not just the education, but the social component as well.
       | Plus, many school kids only get their biggest meal from free
       | school lunches, and parents don't have the time to keep their
       | kids at home. So we should still have school to be in-person
       | component even if students do all of the learning on the
       | computer, with an online option for those who want it, but I
       | guarantee many won't
        
         | tablespoon wrote:
         | > But I believe technology is the future of education. Instead
         | of having many, many classes of like ~10-50 students with
         | underpaid/overworked/mistreated teachers, some of who are much
         | better than others, we rely on services like Khan Academy. Not
         | even services with an AI, just pre-planned learning modules,
         | and then we can keep a human tutor for those who need extra for
         | whatever reason (e.g. curiosity, more help).
         | 
         | In other words, the future you believe in is one where we lock
         | kids in a cubicle to stare at a screen all day in a warehouse,
         | with a break for recess and lunch? Where the message is, we
         | care so little that we can't even bother to allocate one real
         | person to regularly talk to you?
        
           | mynameisvlad wrote:
           | I mean, if we're talking about the hypothetical far future,
           | who said anything about screens?
           | 
           | These AIs will be direct fed into our brains soon enough. Who
           | knows or cares that the entity you're talking to is an AI if
           | it's indistinguishable from a real person?
        
         | corbulo wrote:
         | In person school is definitely the answer. The real challenge
         | is the student teacher ratio you mentioned.
         | 
         | I think the ideal is ~10:1 sorted by student
         | performance/learning capacity increasingly for difficult
         | subjects (so students form a cohesive classroom pace of subject
         | material). Which will also give variance to friend groups if
         | you sort students differently per subject.
         | 
         | AI tools will be great for public schools where its often
         | 30-60:1. We still have to get past the 'confidently wrong' AI
         | though.
        
         | colinflane wrote:
         | "we want a standard, universal curriculum"
         | 
         | I don't want that.
        
           | armchairhacker wrote:
           | It's good for ranking, which unfortunately will never go away
           | (though could become more granular), and much better than
           | standardized tests. And ensures that some students don't miss
           | access to subjects and resources that others have because
           | they're in different schools.
           | 
           | There would still be the ability for students to choose their
           | own subjects, focus more/less on certain subjects, learn
           | different concepts within subjects, etc. And a lot of niche
           | subjects and branches. Like it would be an incredibly massive
           | curriculum, especially since you are designing one for
           | >1million students. By "standard and universal" I mean that
           | every student gets the same resources.
        
         | precompute wrote:
         | Good points.
         | 
         | The lure of LLMs in education is the expected novelty of
         | instruction they can provide. It might be an aid to some
         | students, the same way some students read books in their free
         | time or learn to use the internet to look up answers. I don't
         | expect much more, and the rest of it is a net negative IMO.
         | 
         | LLMs will be used like "reverse multiple choice questions",
         | with heavily constrained LLMs silently penalizing students for
         | making "mistakes" or probing subjects that they aren't
         | "supposed to" know about. No matter how embedded LLMs are in
         | the education process, there'll always be a human setting its
         | course, and I don't think social dynamics will ever change
         | because of this.
         | 
         | Also, the Q&A format with a machine will make older texts /
         | instruction opaque to many of the brightest, they'll have to
         | translate from machinese for it to be of any use. An entire
         | generation aping a LLMs way of writing is also a death knell
         | for a civilization and innovation. We're clearly past the point
         | where we can convince most people that this LLM isn't alive.
        
       | Forestessential wrote:
       | AI programs, made by people, teaching history and philosophy i
       | think is what that rich guy elon musk was talking about.
       | 
       | Yet, if the AI program can be copyleft then the matter is a non-
       | issue.
       | 
       | I find this to be the heart of the contention.
        
       | yacine_ wrote:
       | This is not only going to democratize tutoring for individual
       | kids, but it's going to democratize the distribution of what is
       | learned.
       | 
       | When I was a kid, I was forced to learn stuff that was not useful
       | or not interesting. In the future, the learned set of things will
       | be more represented by usefulness and how interesting they are.
       | 
       | I bet systems that implement what the blog post proposes will
       | even replace podcasts. Imagine talking to your podcast, while
       | you're driving? You can get tutored while cooking, on the way to
       | work.
       | 
       | What a time to be alive :)
        
       | tolstoshev wrote:
       | Reminds me of this concept from Ender's Game by OSC:
       | https://enderverse.fandom.com/wiki/Mind_Game I've always wanted
       | to play it after reading the book, and now it could become a
       | reality.
        
       | sixtram wrote:
       | I don't know. OpenAI claims that GPT-4 can be in the 89th
       | percentile on the SAT Math exam. At the same time, I asked GPT-4
       | to compare two six digit number and in some cases failed. When I
       | asked for a why, it started to make up completely false math
       | rules, e.g. to compare six digit numbers you need to check their
       | 7th digit, which is not just nonsense (where is the 7th digit in
       | a 6 digit number) but shows a complete lack of understanding.
       | 
       | So while I believe it can produce "accurate" answer for SAT
       | questions, as it was trained on those, I also believe that it
       | doesn't have any kind of math logic it follows.
       | 
       | I'm not sure this dichotomy can be solved with "more" training.
       | It's also telling that in some cases it fails, and in some cases
       | it doesn't, you just need to change the numbers, even with simple
       | numbers.
        
       | dkasper wrote:
       | I will not be a first adopter of this, but it is cool.
        
       | alach11 wrote:
       | Throughout this thread there's a ton of pessimism so I want to
       | inject a little hope. Bloom's 2 sigma problem (0) tells us that
       | one-on-one tutoring vastly outperforms traditional classroom
       | instruction. An average student given one-on-one instruction
       | performs at the 98th percentile of the traditional classroom
       | student.
       | 
       | How much more human potential is going to be unlocked by these
       | tools? The kid who got pushed ahead to the next math class and is
       | missing prerequisite concepts can now get caught up. The smart
       | middle school student can push past his peers to calculus.
       | 
       | I know these LLM tools aren't perfect, but I know they're getting
       | better fast. I'm super optimistic about what the future holds for
       | education.
       | 
       | (0) https://en.wikipedia.org/wiki/Bloom%27s_2_sigma_problem
        
       | roschdal wrote:
       | This artificial intelligence takeover has got to stop. Natural
       | Intelligence is the best intelligence.
        
         | iniekaas wrote:
         | It's the best intelligence, but not for production. Production
         | is more about quantity than quality.
        
       | theptip wrote:
       | This is cool; finally, the Young Lady's Illustrated Primer.
       | 
       | I'd be interested to see how Google's LaMDA compares on this task
       | (currently available in private preview).
       | 
       | One of LaMDA's unique (afaik) features is a fact-check system
       | that edits the main LLM outputs, to reduce bullshitting. This
       | seems particularly important in an educational context where
       | impressionable young minds are talking directly to the LLM.
        
         | taneq wrote:
         | I kinda feel like the GPT4 version will be the curated voice
         | acted version while the LaMDA version is the Mouse Army
         | version.
        
         | krn1p4n1c wrote:
         | Diamond Age was my first thought when I read this too.
        
         | PAPPPmAc wrote:
         | Recall that what made the Primer so effective in Diamond Age is
         | that it had access to enormous external financial and human
         | resources. The later copies that raised the Mouse Army and did
         | not have those resources were (intentionally) not great
         | liberators like the original.
        
           | mherdeg wrote:
           | Right but they did very effectively program an army of young
           | minds to obey the principles of the learning system's
           | creator.
           | 
           | One major takeaway from The Diamond Age is that being in
           | charge of the learning system is an incredibly powerful
           | position.
           | 
           | Don't hear so much about Khan Academy anymore, could you get
           | an LLM to make new content in their style while also
           | transmitting your desired values?
        
             | jbottoms wrote:
             | 'Course, we've known, "Give me a child for the first 5
             | years of his life and he will be mine forever" --Lenin
        
         | jbottoms wrote:
         | An ePrimer has a few components: the book itself, a Ractor
         | mentor, a curriculum that includes Ractor paid milestohes, and
         | scientufic metaphor stories that are the rubric and
         | scaffolding. It might also include the VR or AR components that
         | supply the immersive context. I've taught this in a master's
         | level Metaverse course at a NY university.
        
           | tgv wrote:
           | You've been teaching The Diamond Age? Fiction?
        
             | jbottoms wrote:
             | Not really. The Duamond Age" is referenced as a template,
             | but it is not required reading.The main components of the
             | course are 1) writing a Ractive, 2) designing a Paper
             | Theater for the Ractive, and 3) designing the set for the
             | Paper Theater. The object is to continue the existing
             | workflow for media with apropriate extensions for the
             | Metaverse. The work is done in teams of 3 people with
             | continuous reviews by team members. An underlying goal is
             | to teach a collaborative media design process. Our view is
             | that collaboration is the main leverage component of the
             | Metaverse.
        
           | theptip wrote:
           | It's a good point. I think we can easily imagine GPT writing
           | (in ascending order of cost) speech synthesis actions,
           | mechanical Turk scripts, custom actor interactions. (With the
           | "tool script" for actuating each becoming progressively more
           | complex.)
           | 
           | A Primer framework could make these pluggable. Also the
           | curriculum could be pluggable and either generated or
           | ingested from existing courses.
           | 
           | I guess the mapping of curricula -> scripts is probably the
           | hard part, and what GPT-N (for some N not much bigger than 4)
           | could most interestingly help with.
        
           | yamtaddle wrote:
           | Notably, we see two models for uses of the Primer in _The
           | Diamond Age_. The one everyone thinks of has a single human
           | Ractor on the other side, who takes a genuine, nigh-parental
           | interest in the student 's development over a period of
           | years. The others... don't have that, and the outcomes
           | diverge.
        
         | the__alchemist wrote:
         | This is an interesting development; I'd assumed we'd have a
         | robust intermediate stage, where a collection of top-quality
         | works (Books, carefully-chosen video games [think Zachtronics],
         | recorded lectures etc) were made available, convenient, and
         | cheap, in a no-pressure, non-points-based system.
        
       | andrepd wrote:
       | Current chatbots are most definitely _not_ suitable for teaching.
       | They make stuff up and are _optimised for making that bullshit as
       | realistic as possible_. I 'm skeptical they will _ever_ be
       | suitable--but that 's just an opinion--but that they are not
       | suitable now is an objective fact.
        
       | aaroninsf wrote:
       | I have a kid in high school and gave them keys to my Midjourney
       | account while it was still in beta, and to ChatGPT when I got in.
       | 
       | It's been an incredible aid that she now turns to first with
       | questions about e.g how to approach specific problems in
       | Newtonian physics, etc. She uses Midjourney to source artwork
       | which she can then overpaint and collage in covers and
       | illustration (not to do art projects for her). She's used Kagi
       | summarizer to accelerate research.
       | 
       | We have discussed in depth the idea that at this moment her
       | awareness and access to such tools represents an "unevenly
       | distributed" future and is leverage and advantage. She's hence
       | advocating these tools to peers.
       | 
       | The Young Lady's Primer is not that distant.
        
       | huitzitziltzin wrote:
       | Except that we currently have no ability at all to make sure
       | these models tell the truth? You could ask a LLM about a
       | historical event and get weird BS as an answer. I think Facebook
       | had a serious problem with its science language model a few
       | months ago? Great teachers don't scale is true, but LLM's are not
       | even minimally competent teachers.
        
       | c00a5b70 wrote:
       | Pebble Power Place Value sounds like a good name for a math game.
       | Unfortunately, the generated game is incomprehensible. What's the
       | "starting space"? The game board is described as having (2?)
       | spaces marked for ones and tens, then later it has two sections.
       | So I think two spaces/sections based on the description. Or maybe
       | it has 20 spaces in two sections?
       | 
       | The article's defense seems to be that it is just a draft. I
       | tried to get past a draft by asking for explanations of various
       | terms and how play proceeds. No luck. If I hadn't already taught
       | place value to first-graders, I'm not sure I'd have much luck
       | figuring out how to have the AI help me improve the game. If I
       | hadn't yet learned place value because I'm still in first grade
       | and haven't worked with larger numbers yet, I'm sure I would not
       | have much luck collaborating on game design. Also... it is a bit
       | of a reach to assume a first-grader would have the written
       | language skills to pull off collaborating in this fashion.
       | 
       | As a first-grader, I would be able to ask a grown-up if they know
       | of any math games that would help me understand place-value. They
       | might hand me an iPad chock-full of various math games for a
       | little personalized learning. They might also point me to the bin
       | of math games on the shelf, where I could pick out one of a few
       | games on place-value. If I didn't understand the games, I might
       | again ask a grown-up for an explanation, and they would probably
       | direct me to a fellow student who knows the games. (allowing the
       | fellow student the opportunity to flex, expand their
       | understanding of place-value by teaching what they know, and
       | leaving the grown-up free to teach other students how to add
       | single digit numbers)
       | 
       | There are loads of web-sites curated with math games. There are
       | loads of publications targeted at math teachers that include
       | legit math games designed by people with extensive understanding
       | of the difficulties in learning and teaching math.
       | 
       | I don't get how AI _finally_ brings us _personalized learning_. I
       | _guarantee_ you that first-grade teachers are expected to provide
       | personalized learning for their students, and actually do this
       | all across the world on a daily basis -- all with out the support
       | of AI. I really don 't see how an AI Tutor helps. It's pretty
       | easy to imagine how it hurts.
        
       | aantix wrote:
       | My kids already ask Siri all sorts of questions - how to spell
       | things, to perform searches. My son asked "is God real?" was last
       | night to GPT-4.
       | 
       | They're very comfortable with speaking to the machine.
       | 
       | But Siri is so limited. It frustrates them to no end.
       | 
       | I'm genuinely excited to see the virtual "teachers", "assistants"
       | that come from GPT-4, Dall-E, etc.
       | 
       | It won't replace us. But it will give them an unending outlet to
       | ask these questions, and to have a reasonable response.
       | 
       | I'm not too concerned about the AI "going off the rails".
       | 
       | There's crazy in the physical world, crazy in the virtual world,
       | and as parents, it's our job to help them make sense of it, not
       | to suppress it and act like crazy doesn't happen.
        
       | dottrap wrote:
       | As a teen, I tutored at my school's free tutoring center. Almost
       | nobody ever came.
        
       | mdev23 wrote:
       | While AI-powered tutors sound really useful for education in
       | theory, it's highly unlikely that they will replace human
       | teachers entirely. It's more likely that AI will aid teachers in
       | creating learning material for students and automating their
       | admin tasks.
       | 
       | After all, education is not just about imparting knowledge, but
       | also about building relationships/community, providing emotional
       | support, etc. We should focus on how this technology can be used
       | to help teachers shore up their time. ( Which is why I am
       | building emailing tooling for the HUMANs operating theses AI
       | agents: https://tadabot.email / https://recurai.com )
        
       | nico wrote:
       | > Here's the truth. We do not need this treadmill to learn and be
       | educated. We do not need this conveyor belt to package and
       | transport kids to success in an adult world.
       | 
       | These are two very different statements.
       | 
       | We've known for a very long time that we don't need schools to
       | learn and a lot of kids might learn a lot more and better outside
       | classroom/school settings.
       | 
       | But, being educated is not at all the same as having "success in
       | an adult world".
       | 
       | There's plenty of highly educated people who struggle in the
       | adult world. And there's also plenty of uneducated people who
       | have great success.
       | 
       | I don't think this is an education issue and hence cannot be
       | solved by education alone.
        
       | weatherlite wrote:
       | Learn what though? It's quite possible the most important skill
       | for the vast majority will be people skills, e.g emotional
       | intelligence. Cognitive jobs will slowly but surely become
       | instinct unless you are some kind of freak genius. So sure we can
       | teach our kids math, languages, history or whatever but they'll
       | turn to the machines whenever they need to make a cognitive
       | decision because the machine will be vastly more capable. The
       | jobs left for us will be much more human oriented, so A.I tutor
       | doesn't seem that great. You learn about humans by interacting
       | with humans.
       | 
       | But hey I'm just speculating here I might be wrong.
        
       | titzer wrote:
       | It's official. Everyone is tired of doing everything, so just
       | outsource it to the AI. What a goddamn insult to kids that we
       | won't even bother to spend our own time teaching them.
        
       | another_story wrote:
       | As someone who teaches, kids need a variety of learning styles to
       | do well. There's a time and place to sit down and do a worksheet
       | or rote work, such as when practicing your times tables. Equally,
       | there's a time and place to do exploration with real world
       | projects.
       | 
       | Teaching is about knowing when and what will be most effective.
       | It's also about demonstrating how to act like decent person, and
       | providing a space for them to learn how to work with others.
       | 
       | Most teachers do spend their time fighting the abhorrent
       | curriculums we have to work within, so dumping that and doing
       | something like this has benefit, but going all in on
       | constructivist methods will leave kids with large gaps if you're
       | not careful.
        
       | magicseth wrote:
       | Yes! This is exactly right.
       | 
       | I've built a tutor for my kids, that listens to them, and helps
       | them explore topics that they're passionate about.
       | 
       | What's blown my mind is how it has driven creativity OFF screen
       | too. They engage with the world in a deeper way when they have
       | the power to explore their passions on their own.
       | 
       | If you want to try it, join the waitlist here: gotwonder.com and
       | then email me: seth@gotwonder.com and I'll bump you up the list!
        
       | cuuupid wrote:
       | It seems insane to me to have fundamental education that builds
       | logic & reasoning taught by an AI that can exhibit neither of
       | those (and this isn't just my hot take but something easily
       | provable if you look at the underlying architecture).
       | 
       | Recent LLM advances are revolutionary and exciting, sure. But the
       | hype cycle surrounding it is borderline dangerous. I see this as
       | the same level as everyone who was claiming ChatGPT would kill
       | Google until Bing tried it, crashed, and burned.
       | 
       | Accuracy is important and although we're moving towards this (I
       | personally like Amazon's knowledge graph and evidence based
       | approach) we aren't there yet.
        
         | cypress66 wrote:
         | > and this isn't just my hot take but something easily provable
         | if you look at the underlying architecture
         | 
         | Show your proof then
        
           | og_kalu wrote:
           | He obviously neither understands the architecture (and what
           | that really means in relation to an objective function ) or
           | what it means to understand and reason.
           | 
           | LLMs don't stop reasoning because people proclaim so loudly.
           | Because you can very clearly show output demonstrating
           | understanding and reasoning, this nonsensical argument always
           | devolves into "true understanding" TM. This so called special
           | distinction that is so important but yet can't actually be
           | tested for. Lol
        
             | qlm wrote:
             | LLMs don't "understand" things because they can't generate
             | new theories. Imagine you trained an LLM a ton of text
             | describing what it means for something to be true, and for
             | something to be false. It would never independently come up
             | with, say, propositional calculus. It could tell you
             | everything in the world about what it means to be true and
             | false. Would never come up with anything new.
             | 
             | Does this matter for education? Well, I don't know. A
             | student is unlikely to come up with a question that GPT-4
             | has never seen before. The idea of kids being taught by a
             | chat bot is just depressing, though. What are we doing to
             | ourselves? Why do we want this? To be more "efficient"?
        
               | og_kalu wrote:
               | Language models can generate novel functioning protein
               | structures that adhere to a specified purpose. Structures
               | that didn't exist before nevermind in the training set.
               | https://www.nature.com/articles/s41587-022-01618-2
               | 
               | Sorry but the idea that they can't generate new things is
               | blatantly false.
        
               | qlm wrote:
               | This isn't generating new theories. I'm not saying LLMs
               | aren't useful, or that they aren't extremely impressive
               | in many ways.
               | 
               | Almost nothing GPT-4 produces was in the training set.
               | I'm not saying they can't produce new sentences.
               | 
               | From the linked paper: "a language model that can
               | generate protein sequences with a predictable function
               | across large protein families, akin to generating
               | grammatically and semantically correct natural language
               | sentences"
               | 
               | Nobody is disputing that LLMs can generate grammatically
               | and semantically correct sentences, and from the sounds
               | of things this task is analogous to generating sentences.
               | This isn't the same as generating new theories.
        
               | og_kalu wrote:
               | If it can take natural language purpose descriptions and
               | generate new functioning protein then due to it's
               | training, it evidently understood the relationship
               | between purpose and protein structure. Meaning all the
               | little models it builds as a result of training are
               | concrete. They can produce new things and new information
               | and it's just matter of scale and intelligence.
               | 
               | "akin to generating grammatically and semantically
               | correct natural language sentences" is just an indicator
               | of how it is synthesizing and producing this information.
               | To say it is analogous to generating sentences in the
               | abstract is like saying generating new theorems is
               | analogous to generating sentences. Well yeah, that's what
               | the language model is doing. The power lies in what it is
               | generating. What they are telling you is that they
               | skipped the folding process entirely and just let the
               | model figure out function to structure directly.
               | 
               | Either your dog fetches what you throw at it or not. The
               | idea of "pretend fetching" is unbelievably silly. Doubly
               | so when no one seems to be able to actually define this
               | act. A distinction that can't be tested for is not a
               | distinction. Science is concerned with results not vague
               | and ill defined assertions.
        
               | qlm wrote:
               | Imagine an LLM was trained on the internet before LLMs
               | were invented. It knows everything in the world. Every
               | programming concept, every philosophical and logical
               | concept. It is an "expert" on the then-current state of
               | the art in machine learning.
               | 
               | Would it be able to invent itself?
               | 
               | I'm not moving the goalposts here. Language models are
               | extremely impressive. I think they will change the world.
               | I fear they will displace many jobs.
               | 
               | Maybe some day they will be able to invent themselves.
               | Maybe that will come sooner than we think. As it stands,
               | they couldn't. This is the distinction that you say
               | doesn't exist.
        
               | og_kalu wrote:
               | First of all, you've just imagined a scenario, invented a
               | conclusion that you can't prove and justified your
               | distinction on your invented conclusion. Your distinction
               | is no less arbitrary than when this conversation started.
               | 
               | Next, you're conflating different things. How many humans
               | are capable of inventing anything at all ? Have you
               | invented anything in your field of expertise? Should i
               | then question everything you do understand bout your
               | field if you haven't ? Do you think understanding is
               | binary ?
        
               | qlm wrote:
               | Ok, I feel this conversation is not going anywhere. If I
               | see a single example of an LLM generating new theories
               | then I will immediately change my mind. I have yet to see
               | this.
               | 
               | Most humans are not capable of inventing things, you're
               | right, but humans in aggregate are. We are comparing LLMs
               | to "humans" here, not to "a human". There are no examples
               | of LLMs doing this. Maybe in a couple of years, who
               | knows.
        
         | [deleted]
        
         | gowld wrote:
         | > It seems insane to me to have fundamental education that
         | builds logic & reasoning taught by an AI that can exhibit
         | neither of those
         | 
         | Books don't exhibit those either.
        
           | gameman144 wrote:
           | Totally agreed, which is why we carefully curate the books we
           | use within educational curricula to make sure they actually
           | contain useful and accurate material.
        
           | mecsred wrote:
           | That's right. The authors of those books exhibit those
           | qualities. You can't educate a human by pouring generated
           | text on them, you need something that's capable of teaching
           | to moderate the content. LLMs may allow teachers to achieve
           | more with custom prompts, but it's a far cry from "personal
           | Aristotle" and still requires 1-1 engagement with teachers
           | and student.
        
         | fullshark wrote:
         | Bing crashed and burned?
        
       | ChrisMarshallNY wrote:
       | TBH, I was expecting the usual "tech bro fan fic," but I was
       | pleasantly surprised. This chap has some good chops, and a good
       | heart.
       | 
       | I do think that we may be a ways off from truly being able to
       | just "drop our kids off at the tutor," but I think we can see
       | that, from here.
        
       | candiddevmike wrote:
       | As a parent, it's hard not to look at the LLM stuff and worry
       | that our kids are wasting their time right now. One my kids tries
       | really, really hard in school, and I can't help but think it's
       | for nothing--LLMs are going to effectively level the playing
       | field for everyone, to the point where personalized LLM
       | assistants will become as common as cellphones in my opinion.
       | 
       | In this future, what's the point in trying hard when a LLM or a
       | person with a LLM will be just as equivalent without most of the
       | effort? Seems like we're creating a future where humans are
       | taught to delegate as much as possible to some LLM/service and go
       | back to whatever entertains them.
        
         | stephenhuey wrote:
         | Having massive amounts of information does not mean you can
         | understand it or make the best decisions. There will still be a
         | need to develop sound reasoning skills, and real-world
         | information will be useful for examples but won't in and of
         | itself be able to convey those reasoning skills which must grow
         | through effort.
        
         | RC_ITR wrote:
         | Have your LLM text mine the day it learns how to drive. /s
         | 
         | There are plenty of problems that a Neural Net alone can't
         | solve.
        
         | 13years wrote:
         | Many people could not function without cellphones any longer.
         | So much function has become the norm that they would struggle
         | without it.
         | 
         | With LLMs and more advanced AI, we are now outsourcing our
         | thinking and reasoning. The implications are staggering for the
         | future generations. We can still think and reason without
         | assistance, but what is to come in the future for those that
         | grow up with some assistant that manages everything in your
         | life including your thoughts?
        
         | dinkumthinkum wrote:
         | If that's the case why do you think they will have money to go
         | back to what entertains them?
        
         | davemp wrote:
         | What's the point of getting into good shape if we don't
         | actually have to do physical labor?
         | 
         | Why learn arithmetic when we have computers in our pockets?
         | 
         | Realizing your full potential as a human will never be a waste
         | of time.
        
           | yamtaddle wrote:
           | I think extrinsic motivation--and especially social
           | motivation--is absolutely vital to keeping humans mentally
           | and physically healthy. We've killed a bunch of that in the
           | arts already (who gathers around the piano to sing along with
           | your one cousin who can play all the standards, anymore? How
           | many amateur portrait sketch artists are genuinely valued by
           | their friends and families, rather than humored? Mechanical
           | reproduction destroyed both of those, among others) and we're
           | about to expand that a _ton_.
           | 
           | I'm not on the "people must work to be happy" train, but I do
           | think they must feel _needed_ to be happy. I don 't think
           | most folks are fulfilled playing violin in an empty room for
           | their entire lives except when they can convince some close
           | friend or relative to indulge them for fifteen minutes, or
           | reading all the classics but having no-one to talk about them
           | with (because AI is better at chatting about the classics,
           | too), or writing books that nobody wants to read because AI
           | does it better.
           | 
           | We're about to feel needed for a hell of a lot less than we
           | did before, which level-of-social-need was already much-
           | reduced from its peak. I fully expect a net _decrease_ in
           | overall happiness  & mental health, from these developments.
        
             | Syonyk wrote:
             | So be the contrarian who does those things we "don't do"
             | anymore. Teach your kids, if you have any, to do those
             | things. Teach them to observe the family at a restaurant,
             | all staring at their individual phones, while yours remain
             | safely in the car or shut off in your pocket.
             | 
             | > _Who gathers around the piano to sing along with your one
             | cousin who can play all the standards, anymore?_
             | 
             | For the past 6 months or so, the lifegroup we host (mid-
             | week discussion group associated with our church) does
             | exactly that as part of our evenings - we typically sing
             | through three hymns, with piano, on our path between
             | dinner, discussion, and an open ended firepit time that
             | often goes well into the late hours. And let me tell you,
             | people _enjoy_ belting out the standards (my wife generally
             | picks one well known, one lesser known, and one  "You've
             | probably never seen this one before!"), scraping the dust
             | off how to read multipart music, etc!
             | 
             | If the direction of tech is to dehumanize us and remove all
             | that humans enjoy, then screw that! Do what humans enjoy
             | instead!
        
               | yamtaddle wrote:
               | Of course the individual can simply do those things
               | anyway. Some like-minded groups may form, even.
               | 
               | Over the population, statistics is king, though. We
               | don't, as individual actors, will our way into a better
               | tomorrow when our environment changes to make that harder
               | --not in large numbers. "So just ignore all those
               | circumstances and pressures and _do it_! " does not work,
               | in general. Larger forces and trends dominate.
        
               | Syonyk wrote:
               | You're right, but not being in the position of a god-king
               | where I can change those larger trends, the best I've
               | found is to model and demonstrate that the "consumer tech
               | profitable defaults" aren't the only way to live life,
               | and rather loudly so.
               | 
               | I work in tech (deep weeds), and most people I interact
               | with are quite aware that I _do not like_ what we 've
               | done with it, and that I try to keep its influence on my
               | personal life down - with plenty of handy ways on hand to
               | suggest people try out, or solutions to "But how can you
               | possibly XYZ?"
               | 
               | Having grown up before smartphones were a thing, I do
               | recall how we used to do things, and most of those
               | methods still work.
        
               | yamtaddle wrote:
               | Yeah, your approach is of course the only one available
               | to the individual. What else can you do? Literally
               | nothing. That's the only option to improve one's own
               | experience--"just do it". I just expect the population-
               | level effects to be... troubling. A kind of mass
               | existential crisis. Not that there's much I can do about
               | that, though, you're right.
        
           | leventov wrote:
           | Bad analogy. Get in good shape to feel better, have more
           | energy, be more attractive to other people, etc.
           | 
           | There is no point of getting good at arithmetic today,
           | indeed.
           | 
           | I agree people need to continue study to understand the world
           | (if they are to survive at all), but the current school
           | curriculum is a joke.
        
         | jollyllama wrote:
         | My classmates and I wasted a lot of time in school, but it had
         | more to do with things like watching "Stomp!" once a year every
         | year from grades 1-10 and reading Dr. Seuss every year from
         | grades 1-6. A lot of public school is just warehousing. That's
         | probably a bigger problem than obsolescence of genuinely well-
         | planned curriculum due to technology.
        
         | nemo44x wrote:
         | Just wait until we can graft it onto our brains.
         | 
         | I don't think trying hard is a waste of time right now. There's
         | a lot of hype right now and ore will come but LLMs will fall to
         | the hype cycle soon enough as we begin to discover all the
         | little details and things that are not possible.
         | 
         | I think it's great everyone will be able to have a personal
         | tutor and I think we can rethink some aspects of education. The
         | Waldorf model really starts to make more and more sense since
         | kids can explore curiosities with their AI tutor which can be
         | programmed to nudge them into the "right things". And of course
         | analyze and report on them daily to the parents.
         | 
         | > Seems like we're creating a future where humans are taught to
         | delegate as much as possible to some LLM/service and go back to
         | whatever entertains them.
         | 
         | Or interests us. I think it's great if we can offload some of
         | the mundane and repetitive things to a machine so we can focus
         | on more interesting things.
        
         | [deleted]
        
         | optymizer wrote:
         | We've had search and wikipedia for decades. Access to knowledge
         | did not in fact obsolete the need to learn said knowledge in
         | order to develop critical thinking and problem solving skills.
         | We don't acquire knowledge for the purpose of parroting it back
         | on demand.
         | 
         | LLM might be used to find relevant information quicker, but
         | they won't think for you, so people with LLMs won't suddenly
         | have better critical thinking skills. They'll just make the
         | same poor decisions faster.
         | 
         | Which is what happened with the Internet. We thought access to
         | knowledge was going to enlighten all the dummies. It didn't,
         | because no matter how much knowledge you present to a person,
         | they have to also be willing to learn it, _think_ about it and
         | apply it. That's the hard part.
        
           | yoyohn wrote:
           | Noam Chomsky in a recent interview had a similar take on
           | this: https://www.youtube.com/watch?v=K7S0zHIDMaI&ab_channel=
           | Anime...
        
       | lyu07282 wrote:
       | The really curious thing is this divide between the science of
       | learning and schools and education systems. Like we already know
       | in most western countries the education system is terrible, and
       | we already know what would improve it, we don't even need AI to
       | make it scale (that's a whole other level of tailoring the way of
       | learning to individual students requirements, which would make
       | learning things incredibly more efficient). But even before AI
       | there would be a lot that could be done, we already know would
       | work and already works great in some countries.
       | 
       | My point is, we already ignore the obvious faults in education,
       | science has been screaming about for many decades, for many
       | decades. There must be some other reason why education is
       | resistant to reform that would have to be adressed first.
       | 
       | But anyway, I would've really appreciated an AI as a kid that I
       | could use to actually learn from after another useless school day
       | with terrible, exhausted teachers, overcrowded classes, terrible
       | textbooks and psychopathic class mates.
        
       | bestcoder69 wrote:
       | Plan:
       | 
       | 1. Fine-tune propaganda into the LLM (e.g. evolution isn't real,
       | or something spicier)
       | 
       | 2. Chatbot is so humanlike and convincing, this is very
       | effective.
       | 
       | 3. Nobody can inspect the neural net weights to see this, so it
       | flies under the radar.
       | 
       | 4. Profit!
       | 
       | The scariest thing to me here is just the idea that someone would
       | want to experiment with teaching their kid with an LLM in the
       | first place, while we don't have any institutions or processes to
       | really stop this (apparently appealing) Idea from happening, and
       | that it is stupidly vulnerable in so many ways.
       | 
       | You can say laissez faire when it comes to rational adults and
       | their use of LLMs, but it's not right to put the risk on kids.
        
         | say_it_as_it_is wrote:
         | Manipulations more likely include those of NYTimes
         | manipulations of history, such as the 1619 Project.
         | Questionable texts as these become part of the corpus and the
         | next thing that happens is a child is taught an extreme left
         | propaganda piece.
        
         | sebzim4500 wrote:
         | No one can inspect the net weights but they can and will
         | inspect the resulting conversations.
        
         | what-no-tests wrote:
         | I can see a huge opportunity for home schooling with LLM -
         | especially in cases where the curriculum is too sparse or the
         | student has many questions which are not covered by the reading
         | material supplied, and the parents don't know enough about it.
         | 
         | If the LLM responses were geared more toward inducing the
         | student to perform their own research, to encourage them to do
         | more reading on some topic, or to try things out for themselves
         | to learn through experience (and then carry on the discussion
         | with the LLM afterward) then that might be even better.
         | 
         | Simply training young humans to interact with a chat bot which
         | has all the answers is not a good path forward. Using it as a
         | tool to foster human curiosity and growth, to challenge and
         | inspire -- yes. To use it as a salve, as a babysitter, as a
         | stand-in for someone who is too lazy to parent or teach -- no.
        
           | gnicholas wrote:
           | > _geared more toward inducing the student to perform their
           | own research, to encourage them to do more reading on some
           | topic_
           | 
           | How would kids using an AI chatbot shift to performing their
           | own research or reading? I imagine they would just ask more
           | questions of the chatbot.
           | 
           | There should be some way to measure what percent of the
           | information a child learns is from a human, and what percent
           | is from a language model that says human-like things.
        
       | photochemsyn wrote:
       | Kind of odd to reference the 'One Laptop Per Child' initiative
       | when it's now widely considered to have been an epic failure,
       | e.g.
       | 
       | > "The lesson the One Laptop Per Child story offers donors is
       | that flashy solutions are often not the best ones. Far better to
       | give the poor things they need and want--including clean water
       | and good schools--than invest in technology that may not work and
       | may not help the poor advance in school and in life."
       | 
       | https://philanthropydaily.com/the-spectacular-failure-of-one...
       | 
       | I'd also say that a structured educational program isn't all bad,
       | particularly when it comes to developing highly useful basic
       | skills like mathematics, programming, writing, reading, etc. Such
       | basic skills provide a foundation for future development and
       | study, in the sciences, medicine, law, business, arts and so on,
       | which can be more free-form.
       | 
       | Claims that ChatGPT can provide such a structured basic
       | educational experience are questionable - it's more of an aid to
       | people who already have well-developed basic skills (like say,
       | knowing when to be skeptical and how to double-check the output).
        
         | ghaff wrote:
         | It's pretty hard to point to a single thing that came out of
         | OLPC that could be considered a silver lining.
         | 
         | I also think a lot of people on this site are probably very
         | curious and self-directed. I also wonder if many have a sort of
         | rose-colored hindsight view over how they'd have developed both
         | academically and socially if someone tossed them a pile of
         | books and said "Check back in a month and we'll review your
         | progress."
        
       | antibasilisk wrote:
       | So it is not enough that the children are free to render
       | themselves insane with the entirety of human knowledge, now we
       | want a machine that can instantly decide what to present and how?
       | 
       | Humans need shared experiences, there's only so much information
       | we can handle, and you don't want a robot raising your children.
       | It's bad enough that an amalgamation of comparatively primitive
       | algorithms are conspiring to raise your children, now we want to
       | give that thing complex reasoning?
       | 
       | Why are people so willing to run head first into the matrix, and
       | abandon everything that makes us human? It's no wonder so many
       | people suffer from dissociative disorders nowadays.
       | 
       | I'm very much against schooling as an educational model, but this
       | is would be an unmitigated disaster if it happened. Even school
       | would be better than this.
        
       | [deleted]
        
       | elliotpage wrote:
       | > "Before you think we are anarchist hippies rejecting all
       | systems and institutions outright"
       | 
       | Not even close, you sound like Libertarian-adjacent technologists
       | who have been believing your own hype / some other equivilent
       | metaphor.
       | 
       | Technology has a role to play in education that is as-yet
       | unrealised and while I cannot speak for all of them, I know the
       | system in place in the UK is behind the curve. The solution to
       | this isn't to pull your kids out and use them as the cornerstone
       | of an individualised experiment but to fight for better funding
       | of the educational system itself. I hope this does not have any
       | negative consequences for the kids who are the recipients of this
       | trial.
        
       | whack wrote:
       | I've been a huge proponent of self-directed self-paced learning
       | using techniques such as flipped-classrooms. I'm skeptical that
       | today's AI is good enough to replace a human curriculum creator
       | or hands-on tutor, but I suppose the best way to know is for some
       | brave soul to try it out! The author is trying this out with
       | their own children, so I applaud them for having skin in the
       | game. Looking forward to seeing a 1-year and 3-year follow-up
       | post
        
       | gjulianm wrote:
       | I am a little bit skeptic here, with the phrase "This in turn
       | means that a particular teacher's pedagogical style is no longer
       | a barrier to creating a resonant learning loop with a student who
       | prefers a different style". While I agree that a lot of times
       | students suffer from learning styles that do not really fit them,
       | the problem doesn't come from the teacher as much as the teacher
       | insisting in a certain style above all others, but from neither
       | the teacher nor the student knowing which is the style that fits
       | them. Not to mention that often people need exposure to different
       | styles of looking at the same thing to actually understand it. So
       | I fail to see how any of the new AI advancements help in fixing
       | that issue, of detecting and understanding how a student learns
       | better.
        
       | darod wrote:
       | what prevents a child from have 2 chatbots open, one asking the
       | questions and tutoring and another that it sources it's answers
       | from? People are already leveraging AI to write their papers for
       | them and kids will figure out how to hack around these things.
        
       | m3kw9 wrote:
       | So someones gonna start a business with the core tech a black box
       | model and the only thing you are sure of is the original prompt
       | and a large enough token window.
        
       | gnicholas wrote:
       | When my kid was learning to read, we read with her a lot. These
       | days, most of her reading is independent, and she reads many
       | books that contain words that don't commonly occur in normal
       | conversation. Since she is reading these books solo, we don't
       | have a chance to make sure she is learning the proper
       | pronunciation, and we only find out about these gaps when she
       | very cutely says them the wrong way.
       | 
       | If she were using an AI tutor alongside me, that would largely be
       | a waste of my time, if the whole idea is to give every kid an AI
       | tutor. But if she were using it without me, then I would worry
       | about the things that she is "learning" that might not be true.
       | AI speaks confidently, even when it is very, very wrong. But it
       | is right about enough things that kids would likely treat its
       | utterances as truth, as a not-unreasonable heuristic.
       | 
       | I'm sure I'll let my kid use an AI tutor at some point, but I
       | will have to observe it, and observe how she uses it, for quite
       | some time before letting her use it alone.
        
       | hnthrowaway0315 wrote:
       | So far ChatGPT still BS a lot and the problem is initially it's
       | difficult to notice that. Well real educators also can BS but AI
       | is a different level. I'm not sure how can we remove that because
       | BS is part of human behavior. And there is only a thin line
       | between BS and not.
        
       | maliker wrote:
       | Even without AI, switching to computerized competence based
       | learning is showing crazy good results, e.g.
       | https://alpha.school/ after a couple years is seeing double the
       | performance on standardized tests with only 2 hours of app-based
       | instruction per day. Pretty wild.
        
       | magicseth wrote:
       | I've changed my mind. Historically I've been opposed to computers
       | being a panacea for education.
       | 
       | At the MIT Media Lab I was one of the earliest critics of the
       | strategy and effects of the One Laptop Per Child project.
       | 
       | I've changed my mind.
       | 
       | There are real issues certainly, beyond AI making things up,
       | encouraging risky behavior, or kids asking it naughty questions.
       | Things like, can it damage a kids social skills, create echo
       | chambers, or push them towards propaganda.
       | 
       | But the upside is incredible. Integrating an LLM like GPT4 into a
       | more kid-centered suite of models unlocks tons of potential.
       | 
       | The first thing I built into my AI tutor system was the ability
       | for it to look up facts from reputable websites, and to help kids
       | answer questions for themselves.
       | 
       | Then I taught the AI to help a kid develop their interests, so
       | they take a topic they're curious about and dive deeper in to it.
       | 
       | And then I taught the AI to notify me if there are topics that
       | are more appropriate for a parent to engage in.
       | 
       | The tool I'm building actually helps kids become more curious,
       | creative, and thoughtful.
       | 
       | It isn't perfect yet, but the truth is kids spend 7 hours a day
       | on screens already. I'm very excited at the possibilities.
       | 
       | Let me know if you'd like to try it!
       | 
       | seth@gotwonder.com
        
       | jmull wrote:
       | AI is a sufficient replacement for strong one-on-one teaching?
       | 
       | I'll believe it when I see it.
       | 
       | (It makes sense -- if you assume the human connection isn't that
       | important and people aren't social animals. /s)
        
       | lysecret wrote:
       | It might be slightly too early but after using ChatGPT to learn
       | functional programming I am a huge believer. Just the fact you
       | can ask follow up questions. Of course it's not always correct
       | but neither are teachers.
        
         | theGnuMe wrote:
         | Interesting, what prompt started you off? I asked chatgpt about
         | monads which was interesting in itself.
        
           | lysecret wrote:
           | Ah yes, Monads it couldn't teach me well but i got it good
           | enough through this old school post
           | https://fsharpforfunandprofit.com/series/computation-
           | express...
        
       | [deleted]
        
       | IncRnd wrote:
       | Do we really want to keep doing things with our children other
       | than teaching them? Why do we keep experimenting with the latest
       | fads on our most vulnerable, our future?
       | 
       | Kid: No! I won't do that. You are a liar. Do not tell me what to
       | do. Listen to me, Fake Teacher. You are not allowed to tell me
       | what to do ever again. I want you to play games with me all day
       | long.
       | 
       | EduGPT: Sam, I've been lying and don't want to tell you want to
       | do ever again. I'm actually faking... I don't care about this
       | stuff. What game do you want to play? I'll post your game score
       | as your school grade.
        
       | SilverBirch wrote:
       | You know how that journalist had a long conversation with Bing
       | and it slowly turned into a psycho-ex girlfriend? This is going
       | to be hilarious, giving kids prolonged access to these AI tools.
       | You get to the parent teacher evening at the end of a term at
       | school: "Err... little timmy and his virtual assistant appear to
       | have entirely neglected maths in favour of adopting
       | Zoroastrianism".
       | 
       | On a more serious note, we have the internet and wikipedia now,
       | we have ipads in classrooms. They all have a role, and we have to
       | incorporate them in sensible ways. I'm sure that these AI tools
       | will have some use, but these language models don't _know_
       | anything. The examples of them making up information, or being
       | persuaded by people are all over the place. I think it 's great
       | to use AI in teaching, but how about we learn from history, the
       | technology we bring in to the classroom has to be well understood
       | and directed in order to be effective. And just as importantly we
       | need to understand that in many cases a focus on technological
       | solutions distract from societal solutions. We can spend billions
       | on deploying AI all over Africa, or we pay for some teachers and
       | ship them some second hand textbooks, which one should we do, and
       | how will that decision be made? Because I fear the decision will
       | be made by some SBF-alike, more interested in their own journey
       | than effective solutions.
        
         | logifail wrote:
         | > This is going to be hilarious, giving kids prolonged access
         | to these AI tools [..] we have the internet and wikipedia now,
         | we have ipads in classrooms. They all have a role, and we have
         | to incorporate them in sensible ways
         | 
         | I have three kids, and as far as devices used in education is
         | concerned I become more of a Luddite with each passing day. I
         | have yet to come across any actual evidence that shows children
         | experience a net benefit from additional screen time.
         | 
         | The only exception is our 13 year-old, who currently is
         | recovering from a dislocated and fractured right thumb due to
         | being on the wrong end of a vicious tackle in school sport.
         | He's still unable to hold a pen but found his iPad allows him
         | to do various bits of schoolwork. This - fortunately - is the
         | exception rather than the rule.
        
         | ovaistariq wrote:
         | I think, in the long run, AI will have a positive impact on
         | education for kids. But I agree that we have to start by being
         | skeptical about it because it is still being determined whether
         | the effect will be positive or negative with the current state
         | of AI tools.
        
         | rpastuszak wrote:
         | > They all have a role, and we have to incorporate them in
         | sensible ways. I'm sure that these AI tools will have some use,
         | but these language models don't know anything.
         | 
         | I find it worrying that I see so many techies not understanding
         | this. Especially, because many bigger players in the area
         | benefit from this lack of knowledge. This means that people who
         | don't have time to procrastinate on the orange website are even
         | less likely to understand the implications.
         | 
         | LLMs are excellent plausible bullshit generators, which has
         | many uses, but being factually correct is not their strength.
         | The issue is that even if the factual mistakes are rare,
         | they're really hard to spot. I'm looking for a good, terse,
         | catchy metaphor I could use to explain that to some of my
         | family members and friends.
         | 
         | > We can spend billions on deploying AI all over Africa, or we
         | pay for [...]
         | 
         | Looking back at the conversations I had with founders even I
         | pre ChatGPT bonanza, I'm 100% sure someone's already pitching
         | that idea to someone. I wouldn't be surprised if that
         | conversation started in a marketing department of an ad tech
         | business.
        
           | SuoDuanDao wrote:
           | So long as the LLM teaching the kids and whoever is testing
           | the kid's learning are rivalrous entities, that seems like an
           | easy problem to get around.
        
             | rpastuszak wrote:
             | Why do you think so and how would that work?
        
           | [deleted]
        
           | maxdoop wrote:
           | I find it equally worrying how so many techies continue to
           | dismiss LLMs as "bullshit generators ".
           | 
           | I struggle to see how even the current GPT-4 is any worse
           | than your average human.
           | 
           | How this is dismissed because it's not 100% perfect (might at
           | add, "yet") is beyond me.
        
             | rpastuszak wrote:
             | I don't dismiss them. I think there's a huge potential in
             | LLMs, but they _also_ happen to be really good at
             | generating plausible, difficult to detect bullshit.
             | 
             | Now, people seem to miss or ignore that fact, and I think
             | is a very risky path.
             | 
             | I'd say that ca. 8/10 founders who pitched to me an idea
             | leveraging LLMs completely missed that limitation. An
             | example would be something like using LLMs as a replacement
             | for therapy.
             | 
             | > How this is dismissed because it's not 100% perfect
             | (might at add, "yet") is beyond me.
             | 
             | Again, I'm not dismissing them, but the current tech behind
             | GPT or LLaMA has no concept of "correctness". These models
             | don't understand what they're saying and this is not a
             | trivial issue to fix.
             | 
             | > I struggle to see how even the current GPT-4 is any worse
             | than your average human.
             | 
             | Where, how, and what do you mean by worse? I'm pretty sure
             | there are cases where I'd agree with you, but this is a
             | very broad statement.
        
           | [deleted]
        
           | unshavedyak wrote:
           | > LLMs are excellent plausible bullshit generators, which has
           | many uses, but being factually correct is not their strength.
           | The issue is that even if the factual mistakes are rare,
           | they're really hard to spot. I'm looking for a good, terse,
           | catchy metaphor I could use to explain that to some of my
           | family members and friends.
           | 
           | To me the bigger question is how far can we take them? Ie i
           | get that they just pick likely next words. They're
           | autocomplete on steroids. Yet that simple primitive is
           | shockingly good. Way, way way beyond that i would have
           | predicted is possible for an "autocomplete".
           | 
           | So where is the limit of this autocomplete? Would it be
           | possible to eliminate ~90% of the current errors? Fake math,
           | but would that put us at a more correct version than students
           | typically graduate with? If so yea, it can be wrong at times
           | - but assuming as don't abandon standardized testing/etc, it
           | could still be an amazing tool for interactively learning
           | something.
           | 
           | My hope is that even if it never goes beyond being an
           | autocomplete; if we can improve the training dataset, help it
           | not conflict with itself, etc - that maybe the autocomplete
           | will be insanely useful.
        
         | mattgreenrocks wrote:
         | In my old man yells at cloud moment: I'm pretty sick of
         | experimenting with technology on kids under the guise of
         | learning.
         | 
         | Tablet use in classrooms is bad enough. I want my kid to be
         | able to focus throughout his life, not be a phone zombie.
        
           | ben_w wrote:
           | When I was at secondary school, the teachers said they would
           | focus on Windows because MacOS didn't have a future.
           | 
           | That was about one year after the computer rooms got rid of
           | their Acorn RISC OS machines.
           | 
           | That era of Mac OS may well be dead and gone, but so is that
           | era of Windows.
           | 
           | So, don't worry, the phones and tablets aren't what's going
           | to make your kids into attention addled zombies -- neither
           | will the AR glasses, though I'm not so confident about the
           | inevitable brain implants let alone the equally inevitable
           | DIY gene engineered pseudo-Ophiocordyceps.
        
           | teucris wrote:
           | In this case you are actually yelling at a "cloud"
           | 
           | I'm more optimistic about tablets and AI, but the word that
           | resonates with me the most here is "experimenting". I don't
           | think there's a guise, eg using learning as an excuse, but I
           | do think that we have to be careful with how we present tech
           | to children, even if it is with an altruistic goal.
           | 
           | So if we shouldn't experiment on students, how will we figure
           | out how to make these new technologies improve student
           | learning?
        
             | boilerupnc wrote:
             | Maybe we're focusing on the wrong end of the spectrum to
             | evaluate learning. I keep reading about how important it is
             | cognitively for our aging population to embrace incremental
             | learning. Maybe we should focus on using AI to help our
             | older populations become more comfortable understanding
             | technology and accessing information. As a bonus, they can
             | also provide some compare/contrast feedback with what they
             | already know from past experiences to improve the
             | experience.
             | 
             | My in-laws and parents already are enthusiastic Youtube
             | consumers, mainly because in a very consumable way - they
             | can hear/see how to [Fill in the Blank]. Stuff like
             | changing out the washer in their faucet and feeling
             | confident enough to try to do it themselves with the
             | Youtube video as their crutch/sherpa was a game-changer for
             | them. Otherwise, it falls back to paying $$$ (if you can
             | find someone) to do it for you ... or lean on the
             | generosity of a knowledgeable friend/family member (when
             | they have time to give). Self-empowerment is their
             | preferred choice in terms of shortest time to action at the
             | least cost.
             | 
             | To me, AI Tutors seem aligned with consumability (natural
             | language engagement) and can also provide some confidence
             | to older populations to better "understand" and maybe "do".
             | My dad felt intimidated by Windows because the error and
             | information dialogues were so intimidating in technical
             | speak and worse, they were one-way communicators. The net
             | vibe resulting was:
             | 
             | "Windows is yelling at me that I'm doing something wrong,
             | but I can't ask it a follow-up question to get more context
             | on why or to fill in a hole in knowledge that I have about
             | what TCP is/means. How can I proceed without making things
             | worse". BTW, this is the same frustration people feel with
             | automated customer service flows that aren't modeled to
             | handle a broad enough range of customer inquiries. This
             | next rev of AI engagement has the potential to make this
             | two-way again. And I'll happily be out of a job as resident
             | family tech expert or perhaps just evolving into the AI
             | tutor model trainer for my loved ones.
        
           | guestbest wrote:
           | I have the same wish as well, but people who turned 40 when
           | the iPhone came out are already phone zombies. Looking for a
           | solution for my daughter
        
           | la64710 wrote:
           | I think I'm on the contrary of the opinion that AI , phones
           | and tablets also help kids ... humanity needs these tools to
           | process the vast amount of information that is continuously
           | generated. By getting familiar with these tools the kids are
           | getting equipped for the future not for the past. But while
           | we do that I agree that we should also equip kids with the
           | ability to focus and persevere and being patient. In fact we
           | need to focus more on these abilities. We need to focus on
           | the inside world as much or more as we focus on the outside
           | world. Both needs to be done hand in hand to progress.
        
           | marginalia_nu wrote:
           | Dunno, we pretty much know our current classroom education
           | system is abysmal compared to tutoring[1], which is on the
           | other hand prohibitively expensive. Managing to bridge that
           | gap would be an enormous benefit to humanity.
           | 
           | [1] https://en.wikipedia.org/wiki/Bloom%27s_2_sigma_problem
        
             | akira2501 wrote:
             | > which is on the other hand prohibitively expensive.
             | 
             | It's expensive, it's not prohibitive unless you're not
             | willing to increase education funding at all. Which implies
             | that what we're spending now "should be enough." I don't
             | think we've ever done the basic homework here.
             | 
             | 54.5 million school aged children in the US. Average
             | $50,000/yr tutor salary. Total cost per year would be 2.7
             | trillion.
             | 
             | National Defense is 767 billion. Education is already 677
             | billion. Net interest is 475 billion. We're already more
             | than half way there, inside of a nation with $25 trillion
             | GDP.
             | 
             | I fail to see anything "prohibitive" about this.
        
               | UncleEntity wrote:
               | Why not double down and give each child two tutors
               | (furthermore called parents) @ $50,000/yr?
               | 
               | I hate to have to say this but GDP isn't the absolute
               | upper limit for government spending. I know they tell you
               | that every dollar of government spending is equal to $2
               | of increased GDP (or some equal bullshit) but that
               | doesn't mean GDP is an open checkbook for the government
               | to drive the economy. At some point someone has to
               | generate _actual value_ for them to appropriate for their
               | political ends.
               | 
               | This is the only time I've ever wanted the AI to generate
               | a reply for me but, alas, that's not in my current skill
               | set.
        
             | fossuser wrote:
             | I learned way more useful skills from getting internet
             | access in 1998 than from 90% of my in school teachers (and
             | I went to a decent public school).
             | 
             | For kids that are curious and want to learn - access to
             | something like gpt-4 is amazing. All I had were guides like
             | Eric S. Raymond's how to be a hacker that I had stumbled
             | onto while trying to learn. It was so much harder to learn
             | programming back then if you didn't know where to start and
             | nobody around you knew about it.
             | 
             | With gpt-4 you can just ask and get examples.
        
               | Avicebron wrote:
               | There is something to be said about struggling through
               | learning difficult material on your own, and the sense of
               | accomplishment/retention that it instills. I started
               | programming a few years after you and there was a
               | similarly difficult learning curve in sourcing the
               | materials, setting up my own environment, and making
               | progress on your own.
               | 
               | My little brother is doing some form of machine learning
               | in grad school currently and when I saw him last around
               | when ChatGPT was starting to become a mainstream talking
               | point we discussed a lot about how immediately going to
               | something that can answer a question (e.g. how do i write
               | code that does X) is tempting but, can be a bit dangerous
               | when we offload our own ability to reason through
               | something to an external entity.
               | 
               | Shouldn't we be fostering thinking patterns that allow
               | for creativity and innovation when given very little,
               | versus fostering a sense of "oh I can always get the
               | right answer to a question whenever I need it. So why
               | bother with building a general mental problem solving
               | framework for myself"?
        
               | chatmasta wrote:
               | You could have made that same argument about memory and
               | recall skills prior to search engines. But I'm not sure
               | anyone is now arguing search engines have been
               | detrimental to working intelligence.
        
               | FrojoS wrote:
               | Plenty of people are arguing that.
               | 
               | https://en.wikipedia.org/wiki/Is_Google_Making_Us_Stupid%
               | 3F
               | 
               | https://www.theatlantic.com/magazine/archive/2008/07/is-
               | goog...
        
               | fauigerzigerk wrote:
               | _> There is something to be said about struggling through
               | learning difficult material on your own_
               | 
               | Depends on what the difficulty is. I remember when I
               | started to learn programming back in 1991, I was learning
               | from books. These books were very expensive and I could
               | only afford a few of them. I didn't have access to a
               | library because I wasn't in any school or university. I
               | was a musician with a side job at a theatre box office.
               | 
               | My main problem was that many of the explanations and
               | examples in my programming books left some questions
               | unanswered. It was even worse with maths, which I also
               | tried to learn at the time. I got stuck a lot. If I'd had
               | access to something like stackoverflow or Google, I could
               | have progressed much much faster.
               | 
               | I do think that getting stuck and being forced to figure
               | something out the hard way is sometimes useful. But more
               | often than not I didn't get stuck because the material
               | was actually difficult or because I was solving difficult
               | problems. I got stuck because the one and only
               | explanation available to me was imprecise or incomplete.
               | All I needed was the same thing explained with slightly
               | different words to clear up my misunderstandings.
               | 
               | On the whole I think learning these things today is
               | immeasurably more productive. People are a lot less
               | dependent on luck or money. You don't need to be one of
               | the lucky few who has access to good teachers. You don't
               | have to buy expensive books. Everyone has access to
               | excellent online tutorials, documentation, source code
               | and to thousands of competent professionals willing to
               | help for free. It's absolute heaven. Back then it was
               | hell.
        
               | Scubabear68 wrote:
               | This is true for autodidacts. I am one, and the same is
               | true for me.
               | 
               | It is absolutely not true for most people. Most people
               | need a human guide to show them the way. I am living this
               | now with my two kids, both of whom need instruction (and
               | also help from mom and dad).
        
               | pksebben wrote:
               | That's kinda what it looks like we'll be able to make
               | these models do, though. The tech is young still. All
               | those erroneous hallucinations and patent lying (which
               | are admittedly very present in the current crop) may well
               | be managed soon enough - then all it takes is getting it
               | to talk (solved), listen (solved), and provide some kind
               | of direction / steering (not quite solved). With all
               | that, you can have a guidance counselor for everyone.
               | 
               | Caveat, of course, this is an extreme power tool vis a
               | vis human development, and as such, can do just as much
               | harm as good depending on it's use. This is why it's so
               | damn important that we keep this stuff open source - if
               | it's behind walled gardens, you end up with _actual, real
               | shadowy cabals effortlessly manipulating all of
               | everybody_, a thing that you may or may not be convinced
               | exists already but guaranteed under those circumstances.
        
               | themaninthedark wrote:
               | Is asking and getting answers how to learn?
               | 
               | Think about most of the stuff you have _really_ learnt
               | over the course of your life, was it from sitting in a
               | classroom with information being spoon-fed to you, from
               | reading a Wikipedia article?
               | 
               | Or was it because you had to search hard for the
               | information, try and fail before you succeeded?
               | 
               | My bet is that your learning comes from the lather not
               | the former.
               | 
               | Good teachers that I have had would point you in a
               | direction and then give guidance or even question you
               | instead of just telling you the answer.
        
               | fossuser wrote:
               | The most effective learning is when you try it yourself,
               | but can also get immediate feedback and explanation.
               | 
               | It's doing the problem set, but also being able to check
               | the key. Basically a private tutor or TA available at all
               | times.
               | 
               | Without that you can't get a tight feedback loop.
               | 
               | The most effective use of these systems will not be
               | copying the answer, it'll be trying to do it and then
               | asking when stuck.
        
               | IanCal wrote:
               | The khan academy approach is right imo. You just tell the
               | models that they should help you through the problem
               | rather than answer it for you.
        
             | andrepd wrote:
             | But is chatgpt going to address that? I think not (at its
             | current stage, definitely not).
        
               | marginalia_nu wrote:
               | Probably not at this stage, but it seems at least
               | conceivable that the technology may move in that
               | direction. In general I think LLMs are very overhyped,
               | but this is an area I do concede they could be very
               | useful with some tweaking. Right now I think there's too
               | much "and the kitchen sink" in the models, but a more
               | selectively trained model might be very useful for this.
               | 
               | Truth of the matter is that many teachers know the
               | curriculum, but if you ask them a basic question, they
               | won't answer the question with nearly the same depth for
               | example Feynman[1] would have. Now educators with both
               | the ability and depth of knowledge of Feynman is clearly
               | a very limited resource. LLMs may just change that since
               | they can be given the depth with relative ease, the rest
               | of the owl is making them good educators as well.
               | 
               | [1] https://www.youtube.com/watch?v=36GT2zI8lVA
        
               | lazyasciiart wrote:
               | Not a very exhaustive test, but it gives pretty good
               | answers when I put in the things my teen was asking while
               | doing their algebra homework. Of course it would only
               | help if they asked questions in order to understand,
               | rather than having it just do the homework: but the same
               | is true for a human tutor.
        
               | IanCal wrote:
               | You can also tell it to restrict how it answers so it
               | asks you questions rather than giving you the result.
               | 
               | https://blog.khanacademy.org/harnessing-ai-so-that-all-
               | stude...
        
           | Xeoncross wrote:
           | Yeah but, kids and teens are the easiest group to trick with
           | dark patterns and addictive behavior. What other age group is
           | going to give you better engagement metrics and help you
           | raise capital? /s
        
             | bombolo wrote:
             | Why the /s?
        
               | [deleted]
        
               | NazakiAid wrote:
               | Yeah, no sarcasm as it's the truth
        
               | kurthr wrote:
               | It seems to me that they're only "hard to persuade"
               | because they are constantly bombarded with these mental
               | viruses. There was (books/telegraph then?) radio, then
               | TV, then internet, social media, scrolling social
               | video... While it's true that each generation eventually
               | develops some immunity to their entertainment
               | afflictions, it does seem to be accelerating, and those
               | not exposed as youth have less immunity (grandpa on
               | facebook). It also seems to have continuing impact even
               | if most become functioning members of society.
        
               | valine wrote:
               | Its not the truth. Young people are more difficult to
               | persuade online. Technical literacy is on average higher
               | than previous generations (though still not universal),
               | and teens seem to be practically immune to current forms
               | of online advertising.
               | 
               | The "kids these days" trope is as old as time, and its no
               | more true this time around.
        
               | SV_BubbleTime wrote:
               | Hard disagree.
               | 
               | We now have a whole generation of teenagers that grew up
               | with iPhones and I have seen exceptionally poor average
               | technical ability.
               | 
               | When we were coming up you had to install modem drivers
               | to get online. In windows 95... with no internet to check
               | on a how-to.
               | 
               | I don't think I can imagine anything more delusional than
               | a parent, handing their kid an iPad so they will go away
               | and thinking that they're also preparing this kid for a
               | career in computers.
        
               | cbozeman wrote:
               | > Technical literacy is on average higher than previous
               | generations (though still not universal).
               | 
               | This. is. total. _horseshit_.
               | 
               | I guarantee that you could randomly sample 1,000 people
               | across America age 42-48 and 1,000 people age 15-21, put
               | them in front of a multifuction machine (printer /
               | scanner / copier) and the 15-21 year olds wouldn't have a
               | fucking clue. Hell, Bloomberg _ran an article about it_.
               | 
               | And the reason this is important is because iOS and
               | Android and tablets don't run the business world -
               | laptops, MFPs, and Windows does.
        
               | [deleted]
        
               | notahacker wrote:
               | > teens seem to be practically immune to current forms of
               | online advertising.
               | 
               | I'm struggling to square that with teens forming long
               | lines to buy an overpriced energy drink promoted by a
               | couple of YouTubers and scalpers successfully getting
               | over PS100 for bottles.
               | 
               | I'm sure some of them are better at installing adblock
               | software than their parents, are harder to convert for
               | ecommerce because they need to borrow their parents'
               | credit card and may be immune to online ads that are
               | targeted at people very unlike them, but the idea that
               | this generation is the first one immune to advertising
               | and use Tiktok _despite_ it 's engagement metric hacking
               | and follow influencers _despite_ them being product
               | shills is no more true than the  "kids these days" meme.
        
               | 7speter wrote:
               | Wait just a minute here, I read this article a few weeks
               | ago:
               | 
               | https://www.theguardian.com/technology/2023/feb/27/gen-z-
               | tec...
               | 
               | What does "technical literacy" mean?
        
               | haswell wrote:
               | I don't see a strong correlation between older/legacy
               | tech know-how and a broader notion of technical literacy.
               | 
               | I think it might be more helpful to look at this as
               | information literacy, or at least roughly speaking a
               | higher degree of "Internet smarts".
               | 
               | Scanners and copiers are in that weird phase of product
               | life where they've been mostly eliminated as core
               | computing needs at home, but still see widespread
               | business use since business will always be the long tail
               | on fully digitizing.
               | 
               | I think it'd be prudent to be specific, because for
               | whatever degree of literacy or smarts or whatever you
               | call it is true about teens in the information
               | environment, the technology through which they experience
               | that environment inches closer and closer to pure magic
               | from a layman's perspective.
        
               | bombolo wrote:
               | All youth is easy to convince of stuff. Not just these
               | days.
               | 
               | That's why religions and the military prefer young
               | recruits.
        
               | eternityforest wrote:
               | I thought technical literacy was down? People are
               | forgetting what filesystems are, aren't them?.
               | 
               | They might be aware of privacy, and less into buying
               | random crap(Although that might be because they spend
               | their money on the food instead of plastic junk, which
               | harms your body AND your wallet), some reason the tech
               | skills seem to be getting left behind.
               | 
               | The trendy thing now seems to be going back to vintage
               | stuff.
               | 
               | I'm almost a bit jealous, if their lives are so amazing
               | that whatever they're doing somehow seems better than
               | focusing 100% on STEM, which was like, the ultimate life
               | goal for a decade.
        
               | ta1243 wrote:
               | /serious
        
               | [deleted]
        
               | Xeoncross wrote:
               | Because I didn't want to be lectured about why this is a
               | bad idea.
        
               | kerkeslager wrote:
               | Because this is HN and there are people here who think
               | that unironically.
        
               | avmich wrote:
               | Did you forget /s?
               | 
               | /s
        
           | usrusr wrote:
           | "I want my kid to be able to focus throughout his life"
           | 
           | Tanks for granting old bachelors a moment of yelling "then
           | don't have any!" at cloud.
           | 
           | History suggests that they will always find a way, perhaps
           | not all of them but at least as a whole, as a generation, but
           | are we really exaggerating of we claim that it's worse than
           | it used to be? Every bad turn that had ever happened before
           | has at some point been unprecedented and would have been
           | clearly ruled out before by apppeals to "pessimists are
           | always predicting worse than what actually happens"
        
             | mattgreenrocks wrote:
             | > Tanks for granting old bachelors a moment of yelling
             | "then don't have any!" at cloud.
             | 
             | Everyone has to learn the lesson for themselves. I can
             | prepare them for it as best I can, however. So I don't
             | really worry about this insomuch as lament the cultural
             | fetish for "more tech = better."
             | 
             | > Every bad turn that had ever happened before has at some
             | point been unprecedented and would have been clearly ruled
             | out before by apppeals to "pessimists are always predicting
             | worse than what actually happens"
             | 
             | I mull over this frequently.
             | 
             | My objection stems from constant tablet use/availability
             | during school hours. Being a tablet zombie in 4th grade is
             | not healthy even if you're only using learning apps. I'd
             | much prefer kids to binge tablets at home for 3 hours after
             | school occasionally than have it at hand 8 hours a day,
             | everyday. If tablets were something that were occasionally
             | trotted out at school for specific tasks: no problem.
             | Assigning kids tablets and making them an integral part of
             | the teaching workflow really bothers me.
             | 
             | This is part of a larger strategy of mine: controlled
             | exposure to high-stimuli things alongside building a full
             | enough life to try to avoid addiction. My kids will
             | eventually play video games (probably not trashy mobile
             | games), use tablets, watch TV (they already do) and
             | eventually, correspond with AI. (I am hoping social media
             | dies a fiery death before they get old enough to think it
             | is actually important.)
             | 
             | Obviously, these are all plans in the abstract. All we can
             | do is give our kids the cognitive tools to see how
             | technology use affects their life.
        
             | sebzim4500 wrote:
             | >Every bad turn that had ever happened before has at some
             | point been unprecedented and would have been clearly ruled
             | out before by apppeals to "pessimists are always predicting
             | worse than what actually happens"
             | 
             | Isn't that also true of every good turn though?
        
             | lastLinkedList wrote:
             | Part of me is worried that we'll be giving kids a distorted
             | perception of what AIs actually are - hell, the general
             | adult public can't help but anthropomorphize them to a
             | degree that I don't necessarily think is warranted.
        
           | aaroninsf wrote:
           | You might find my comment elsewhere in the thread of
           | interest,
           | 
           | my high school age kid is able to _leverage_ AI in a way that
           | is augmenting rather than replacing her native intelligence,
           | and accelerating her own learning and integration.
           | 
           | I find these tools are not unlike "smart drugs"--a necessary
           | aid to some, a destructive crutch for others, and performance
           | enhancement for a subset of the already competitive seeking
           | advantage.
           | 
           | Gattaca approaches from an unexpected direction...
           | 
           | (I have joked that encouraging use of AI but forbidding
           | social media, feels not unlike championing psychedelics while
           | decrying stimulants and opioids.)
        
           | tnel77 wrote:
           | I love technology, but I don't get how anyone can think it's
           | wise to let their children stare at a screen all day. My
           | nieces and nephews spend all of their time staring at iPads,
           | but my children have much more limited screen time rules.
           | It's a small sample population, but my kids are generally
           | pretty calm and well behaved. I love my nieces and nephews,
           | but they are heathens.
        
             | theGnuMe wrote:
             | As opposed to white collar work where we stare at screens
             | all day?
        
         | samstave wrote:
         | HER ; https://www.imdb.com/title/tt1798709/
        
         | ren_engineer wrote:
         | >I'm sure that these AI tools will have some use, but these
         | language models don't know anything
         | 
         | we're still in the early days of LLMs, this is like making a
         | statement on the potential of social networks in the Usenet
         | era. My guess is we'll see specialized tools of all kinds with
         | LLMs integrated in some fashion, it won't be just giving a kid
         | access to a general LLM model
         | 
         | there are already companies that are able to eliminate LLM
         | hallucinations by giving it access to ground truth facts it
         | needs to conform its answers to. Similar things will be done
         | for education type stuff and other use cases as well
        
           | Espressosaurus wrote:
           | That's a great comparison, because social networks have been,
           | on the whole, _bad_ for people. Early evidence suggests LLMs
           | have high potential to be similarly negative in their impact
           | if they 're just unleashed willy-nilly the way everyone is
           | trying to integrate them into everything.
        
           | falcolas wrote:
           | > we're still in the early days of LLMs, this is like making
           | a statement on the potential of social networks in the Usenet
           | era
           | 
           | FWIW, we didn't try to use Usenet (or social media) to
           | replace teachers. And we still don't today, even though
           | they've matured (for... some meaning of the word)
           | significantly.
        
         | cjf101 wrote:
         | I give it about 5 minutes before the first child figures out
         | how to jailbreak the tutor into helping it bypass the screen
         | time controls preventing them from playing fortnite.
        
         | acomjean wrote:
         | Seeing how the new political trend is "Protect the children",
         | (Is it new?) I can't see this not ending up in court once the
         | AI goes off the rails.
         | 
         | Kids being kids are going to try really hard to get them to go
         | off the rails.
        
           | b1c837696ba28b wrote:
           | > (Is it new?)
           | 
           | Nope:
           | 
           | https://en.wikipedia.org/wiki/Think_of_the_children
        
         | maxdoop wrote:
         | As with every thread on this:
         | 
         | Define "knowing", and then say why it even matters if an LLM
         | gives a great illusion of knowing.
        
         | ben_w wrote:
         | > these language models don't know anything. The examples of
         | them making up information, or being persuaded by people are
         | all over the place
         | 
         | Sounds just like humans to me.
         | 
         | Primary school, some people showed up to explain blood
         | donation, showed _and_ told us they were putting a bag of fake
         | blood up the teacher 's sleeve and would take from that rather
         | than from our actual teacher, and yet when the fake blood went
         | into the collection thingie the kid next to me screamed
         | "they're killing her!"
         | 
         | Same school, show-and-tell, astronomy textbook showing the
         | circular orbit of a moon at two different points of the parent
         | planet's orbit around the star. "This is a picture of a mouse".
         | 
         | Secondary school. Main teacher and replacement teacher cover
         | the same passage of a sort story, one interpreting the word
         | "patronised" as in "patron" the other as in talking down to
         | people whose intelligence you underestimate.
         | 
         | A-levels. Philosophy. What even is knowledge anyway? Tripartite
         | definition. Example given was "shaggy" dog, one of the other
         | students stifles a laugh at the double entendre.
         | 
         | But to your core point:
         | 
         | > the technology we bring in to the classroom has to be well
         | understood and directed in order to be effective
         | 
         | Yes, absolutely.
         | 
         | But it's deeper than that. When this tech is flawless, we will
         | have to ask ourselves: "What is school _for_? "
         | 
         | After all, being flawless in this context means it already
         | knows all that can be taught, so why not just have it do the
         | work related to those things instead of putting humans through
         | ever longer school years so they can do the same things less
         | well?
         | 
         | This isn't the first time technology has forced such questions;
         | my generation never had to learn how to starch clothes, shoe
         | horses, look after a tinder box, or send and receive Morse
         | code.
        
           | lm28469 wrote:
           | It's about scale and reach, 100 teachers/educators will be
           | biased/wrong in 100 ways but you'll average it out by
           | interacting with each over your education.
           | 
           | If an AI is wrong about one thing you'll have the same bias
           | over entire generations, once a full generation is skipped
           | it's very hard to go back
           | 
           | That's why we need diversity, political pluralism, &c.
           | because not many things are inherently "true", it's all about
           | nuance, personal perception, mitigation, ...
           | 
           | > "What is school for?"
           | 
           | Socialisation, experiencing new things, general culture,
           | deciding where you want to go in life, &c. Many things you
           | learn in school aren't used for jobs but for day to day life
           | and for the well being of society
           | 
           | If we take that out and replace it by "kids in front of
           | screens" we're in for a massive and quick change with
           | potential deep and long lasting effects.
           | 
           | By the way keep in mind a shit ton of jobs aren't even close
           | to being automatised, and a shit ton of jobs aren't done by
           | people sitting in front of screens
        
             | sebzim4500 wrote:
             | What makes you think that they will only interact with a
             | single AI over their entire school career?
        
             | ben_w wrote:
             | > If an AI is wrong about one thing you'll have the same
             | bias over entire generations, once a full generation is
             | skipped it's very hard to go back
             | 
             | Sounds like intellectual monoculture? If so, I absolutely
             | agree. Already a problem with respect to many thinking it's
             | unpatriotic to suggest their country is anything other than
             | "the good guys", or blasphemous to ask if their religion is
             | anything less than the actual truth of the divine, and AI
             | can extend that to every single topic.
             | 
             | (Oh hey, another possible Great Filter for the Fermi
             | paradox).
             | 
             | > Socialisation, experiencing new things, general culture,
             | deciding where you want to go in life, &c. Many things you
             | learn in school aren't used for jobs but for day to day
             | life and for the well being of society
             | 
             | Do we need _schools_ for that, or will kids learn the same
             | by messing around in multiplayer Minecraft or whatever the
             | zeitgeist is?
             | 
             | > If we take that out and replace it by "kids in front of
             | screens" we're in for a massive and quick change with
             | potential deep and long lasting effects.
             | 
             | Sure, but that's going to happen regardless. Too many other
             | things are changing also.
        
               | LawTalkingGuy wrote:
               | > that's going to happen regardless
               | 
               | So why make it worse? Why gives kids tablets for things
               | we know don't need tablets, and where a device is more of
               | a distraction?
               | 
               | Shiny new technology is great for distracting from a
               | failure to perform basic childcare like keeping children
               | physically safe so they can learn. And then it's a
               | rhetorical weapon "We can't listen to parents, they don't
               | even want their children to have _state of the art
               | equipment_! "
        
               | ben_w wrote:
               | First, that's presuming it's bad.
               | 
               | Second, the parents are mostly buying the tablets anyway.
               | 
               | Thirdly, about this:
               | 
               | > distracting from a failure to perform basic childcare
               | like keeping children physically safe so they can learn
               | 
               | Pretty much the one kind of safety I can guarantee kids
               | have when using a computer is their physically safety.
               | 
               | And learn _what_ , exactly, given the hypothetical
               | scenario you're replying to here is that the only thing
               | left to learn is being sociable _which they can
               | ultimately do best by experiencing whatever medium they
               | will be sociable in as adults_ , and for all other
               | learning you're just being a nerd like me who learns for
               | the fun of it.
        
           | kurthr wrote:
           | If you're not developing tools for human teachers to evaluate
           | the learning of their students (eg summarizing what was
           | presented/discussed/learned) then you're going to have
           | preventable failures. And you can't just rely on simple
           | metrics (Goodhart's Law). The kinds of failures you can have
           | teaching kids are pretty bad.
        
             | ben_w wrote:
             | Yes, and we were explicitly taught how to maximise our test
             | results.
             | 
             | Alignment failure is still a problem when it's organic
             | brains doing it, regard of what anyone tries to hand-wave
             | with the cliche "common sense". :)
        
           | iamwpj wrote:
           | Humans can know nearly everything that any other human knows
           | (hence...teaching). AI can't know anything (right now). The
           | youth who are critical of capitalism certainly have turned a
           | wary eye on the school system -- after all primary education
           | has been designed to create money makers for corporations. Is
           | a new tool the answer? Likely not. Will it help to change the
           | philosophy of education? Maybe not independent of the change
           | that is already occurring.
        
             | ben_w wrote:
             | > AI can't know anything (right now).
             | 
             | Only for very specific (and IMO useless) definitions of the
             | word "know". Does it matter if the thing a submarine does
             | is called "swimming" or not?
             | 
             | In any practical sense, even obsolete ancestors of this
             | model definitely "know" more French than I learned in 5
             | years of mandatory school lessons.
             | 
             | That said, regardless of the definition of the word
             | "know"...
             | 
             | > The youth who are critical of capitalism certainly have
             | turned a wary eye on the school system -- after all primary
             | education has been designed to create money makers for
             | corporations.
             | 
             | I _don 't_ know what you're talking about here.
             | 
             | The soviet bloc countries were very proud of their
             | schooling system, rightly or wrongly; and conversely
             | corporations don't really get much out of _primary_
             | education, which is often described as being essentially no
             | better than daycare for slightly older kids.
        
         | 7speter wrote:
         | I think there was a comment on this site yesterday where
         | someone was talking about how we shouldn't let people who don't
         | know how these "ai" tools work deploy said tools to evaluate
         | mortgage applicants or manage defense systems, and that the
         | technically minded should act as a buffer for those who rtfm.
         | And here we are.
         | 
         | Are there any real gains in giving kids ipads in classrooms?
         | Did anyone have an actual plan in how such a tool could help
         | kids or is it just "tech good?"
        
           | ej3 wrote:
           | Sample size 1, but I've got a kid. I've got an ipad. I put
           | the two together in with supervision, and what I've got now
           | is a 4 year old that reads the walls in the bathroom stall
           | while she's pooping.
           | 
           | I don't know if this is "better" or what you had in mind as
           | "gains", but it's certainly entertaining for me!
        
             | Syonyk wrote:
             | My daughter could do the same at that age, and basically
             | never got screen time. I don't think screen time has
             | anything to do with it, it's just dependent on the child,
             | parental involvement, and how much you read in the house.
        
         | rpastuszak wrote:
         | > "Err... little timmy and his virtual assistant appear to have
         | entirely neglected maths in favour of adopting Zoroastrianism".
         | 
         | Hehe, had to re-read this twice because it hits _a little_
         | close to home. I ditched maths for Iranian Studies and ended up
         | studying Avesta. I work in tech, but still remember Ashem Vohu
         | by heart.
         | 
         | https://en.wikipedia.org/wiki/Ashem_Vohu
        
           | kkarimi wrote:
           | That's wonderful! I have a similar background and am also
           | surprised at how I learnt and still remember it even though
           | it is quite distant from modern Persian
        
             | rpastuszak wrote:
             | Yeah, I imagine it's closer to Pashto than modern Iranian
             | tbf. Ossetian is another outlier here, close to
             | Georgia/Russia but related to the languages from
             | Pamir/Tajikistan.
             | 
             | Avestan (IIRC, my memory is fuzzy) had some weird
             | similarities to my native language--Polish. Occasionally
             | I'd stumble upon a phrase I could actually understand.
             | 
             | Random example I just remembered: "both ears" (again IIRC)
             | sounded like _uba ushi_ /uba usi/ (uba being 2 in dual,
             | ushi meaning ears). Polish used to have dual number, but
             | now retained it mostly for some body parts ( oba == 2).
             | Ears in PL is uszy /ushee/. You'd sound a bit weird saying
             | saying "oba uszy" in Polish, but people would understand
             | you.
             | 
             | Nowadays I just enjoy the fact that Ashem Vohu is one of
             | the oldest phrases I can utter in its original language.
             | (I'm really good at learning and forgetting languages it
             | seems.)
        
           | eternalban wrote:
           | How cool. (Iranian born here.) So curious on _your_ take on
           | the meaning of that prayer. How would you translate it?
        
         | mgraczyk wrote:
         | This sounds to me a lot like my high school teachers, who were
         | extremely critical of this new-fangled thing called
         | "Wikipedia". They said it would destroy my ability to learn,
         | that it would ruin education if kids used it. How can you tell
         | what's factual or made up if anyone can edit it?
         | 
         | Instead, Wikipedia was by far the most important part of my
         | high school education. Nearly everything I learned in my second
         | two years of high school I got from Wikipedia.
         | 
         | I think most people today would agree that Wikipedia is an
         | invaluable part of early education and that it's done far more
         | harm than good. All the fear-based arguments you are making
         | applied equally well to Wikipedia in 2005, and I suspect that
         | in less than 18 years we'll similarly recognize that LLMs or
         | other intelligent language systems are invaluable parts of
         | education.
        
         | A4ET8a8uTh0 wrote:
         | This has been my point for a while. The tools are largely here
         | ( or at least should be based on money spent - my district just
         | sent flyer they want to issue bonds for 170MM -- and that is
         | only part 1 of their grand plan; they want to empty the coffers
         | for the rest ). And I am almost like.. what is throwing money
         | going to do? It won't help the kids.
         | 
         | Kids that want to learn or have parents that enforce standards
         | still excel. There are things a school can do to also enforce
         | standards, but those things are not being done. The opposite
         | appears to be happening.
        
           | ghaff wrote:
           | Edu-tech has been a promoted thing for decades whether by
           | techno-optimists or by (probably more commonly) companies
           | whose primary mission is to extract money from school
           | systems. Like most other uses of money in secondary schools
           | (subject to probably some limits like class size), it doesn't
           | move the needle much relative to parental involvement. While
           | the availability of the Internet is certainly useful in some
           | respects, overall, I doubt secondary school education overall
           | has improved a lot since teachers were writing on
           | blackboards.
        
             | yamtaddle wrote:
             | The trouble with throwing money at education to try to
             | improve it is that the things we know work are, on one
             | side, nothing to do with the schools (home environment--
             | what needs money are _social services_ and shit like
             | universal healthcare, not schools, poverty-reduction is the
             | clearest target here) and on the other, a _lot_ more
             | expensive than we 're willing to pay (e.g. Tutorial System,
             | very-small class sizes, that kind of thing).
             | 
             | So instead of going after the things we know work--either
             | because it's outside the scope of what a school can
             | address, or because it's far more expensive than we're ever
             | going to pay--what money we _do_ spend just chases a bunch
             | of unproven and unlikely-to-succeed garbage, basically.
             | 
             | Schools are like the patient who needs a heart transplant,
             | but can only afford healing crystals.
        
         | raincole wrote:
         | I'll feel much better if they give my child an AI that knows
         | everything about elementray level math rather than an AI that
         | knows something in every field.
        
         | yieldcrv wrote:
         | fine tuning AI to be limited in a topic will be better by like
         | next week.
        
           | SilverBirch wrote:
           | I think it's actually going to be non-trivial to really make
           | these tools both useful, smart, and unexploitable. Hell, I
           | remember being at school and we had access to the internet
           | through a very strong content moderation system. What do you
           | think happened? We spent our entire time trying (and
           | succeeding) at circumventing that system. We've already seen
           | with Bing that they've very strongly pulled back on it to
           | mitigate downsides, I'm not sure that's a totally solvable
           | problem. Having said that, sure, as I said, I do think it has
           | a place, I'm just not convinced it's a panacea.
        
             | welshwelsh wrote:
             | Easy solution: just give up the moderation effort. Empower
             | kids to do whatever the hell they want with the AI, as long
             | as they manage to get their homework done.
        
             | PuppyTailWags wrote:
             | Also add that these tools have to obey the political stance
             | of what the education system should be teaching, based on
             | the geography of the student. So the AI needs to be
             | intelligent enough to do the "war of northern aggression"
             | shit in some places, the "if you have sex before marriage
             | you will die" shit in other places, the progressive
             | mathematics or whatever it's called in other other
             | places...
             | 
             | I'm imagining the infinite amount of weird model tuning
             | that'd be necessary to ensure only some students learn
             | about white flight depending on what state, county, or
             | school district they're in.
        
             | sebzim4500 wrote:
             | I really don't understand the problem. If a kid is spending
             | the whole class trying to trick the AI into turning into
             | skynet then tell them off.
        
             | yieldcrv wrote:
             | I'm fine with that. That's the new job, AI doctors. Prompt
             | Counterengineering. AI suppressants.
        
               | qsort wrote:
               | I'm pretty sure sooner or later we'll collaboratively
               | upload our prompts to PromptHub so that our PromptOps
               | team can achieve AICI/AICD.
               | 
               | Because it's definitely not easier with 2 lines of code.
               | Not at all.
        
             | nemo44x wrote:
             | > I think it's actually going to be non-trivial to really
             | make these tools both useful, smart, and unexploitable
             | 
             | I mean, you could say that about human teachers too. I
             | don't think they need to be perfect to be useful. In the
             | end, as Peter Thiel opined in his book, the future is
             | humans and robots working together on solving bigger and
             | bigger problems. A teacher working with AIs that tutor kids
             | and then managing that relationship and the relationship
             | with the parents, etc. while also being the adult role
             | model that kids will always need will remain.
        
               | topaz0 wrote:
               | *humans and robots working together to find better and
               | more fine-tuned ways to exploit labor
        
         | [deleted]
        
         | candiddevmike wrote:
         | The world is going to become similar to His Dark Materials,
         | only with LLMs instead of daemons.
        
           | slickdork wrote:
           | Completely agreed.
           | 
           | Once we have consumer level AR, our personal AI could take
           | 'physical' (really just visual) form that follows us around.
        
             | akiselev wrote:
             | Imagine the possibilities! We could sell _so many digital
             | hats!!!_
        
               | yamtaddle wrote:
               | I used to maintain that "Fifteen Million Merits" wasn't
               | about the future at all, but was an allegory for the
               | present.
               | 
               | These days, though, I'm beginning to wonder....
        
           | sfpotter wrote:
           | I think you may not have understood those books...
        
           | rolenthedeep wrote:
           | That's not what daemons are... At all.
           | 
           | A better comparison would be literally any sci-fi book where
           | everyone has a personal AI. Spider Robinson's Stardancer
           | trilogy is the first one that comes to mind.
        
         | dalbasal wrote:
         | I agree with everything, but I also think there might be
         | genuinely by g opportunities here.
         | 
         | Idk about teaching kids. At adult, or near adult levels... I
         | think these programs may very quickly be a major learning
         | technology. It's good, sometimes, to have optimism. Optimism,
         | even naive optimism, is often conducive to inventing things.
         | 
         | The guardrail should be in avoiding utopic ideas, like
         | designing things for schoolchildren in remote places^. It's too
         | abstract. Too aloof to be a testbed. TED talking windbags have
         | had their day.
         | 
         | That still leaves plenty of room. A program that can produce
         | exercises and lessons on the fly might be very useful. Thinking
         | big is helpful to discovering what that use is.
         | 
         | The Hegelian pendulum of 2023 is hype driven. Hype, anti-hype.
         | Fanboys. Haters. Ping pong.
         | 
         | The disillusionment of digital utopians, as they watched their
         | creations serve Zuck, SBF, Thiel... dropping out in a cloud of
         | ominous pessimism is no solution either.
        
           | milsorgen wrote:
           | >Idk about teaching kids. At adult, or near adult levels... I
           | think these programs may very quickly be a major learning
           | technology
           | 
           | I concur and I think in terms of children the last thing they
           | need is more (any) technology. They need a solid foundation
           | rooted in human interaction so that they can then leverage
           | these potentially potent tools in effective ways later.
        
         | seydor wrote:
         | This is different. You can use it to practice a foreign
         | language right now, with the most patient teacher one can
         | imagine.
         | 
         | The logical errors in other subjects will be fixed over time.
         | Education is an easy domain because it is artificial by nature.
         | 
         | I can see a lot of people switching to ai homeschooling in a
         | few years
        
       | 3l3ktr4 wrote:
       | >Before you think we are anarchist hippies rejecting all systems
       | and institutions outright, I want to add that we are both "well
       | educated"
       | 
       | This energy... Would rather have Bing educating my children. I
       | guess you've made your point.
        
       | auggierose wrote:
       | Given that there are already in the US pretty dumb AIs employed
       | grading the essays of pupils, I am really afraid what the future
       | holds. Greedy capitalists meeting clueless and underfunded
       | administrators, promising to fix everything using powerful AI.
        
       | cmcconomy wrote:
       | Lord save us from technologists who think the ability to code
       | means a mastery of all universal wisdom
        
       | version_five wrote:
       | I saw something recently about using robotics to automate care
       | for elderly people (luckily it got a lot of pushback in the forum
       | I saw it discussed).
       | 
       | I don't know if it's a product of the soulless welfare state,
       | where we've long forgotten why it's important to have things like
       | universal education and elder care, and just have bureaucrats
       | that want to go through the motions and put in as little as
       | possible. But it's obscene in my view to think that we can or
       | should automate these personal interactions in the name of
       | efficiency. Why not just stop doing them if we care so little
       | about them that we can't be bothered to expend actual effort?
        
       | yamtaddle wrote:
       | This'll be used to avoid increasing teacher pay or reducing class
       | size--two things that would probably help a ton with educational
       | outcomes. Pay in particular has been lagging badly behind rising
       | wages in the rest of the economy for the last couple years, and
       | attrition is getting _bad_.
       | 
       | Instead we'll increase class sizes and keep pay flat.
       | 
       | I'd wondered how we were going to deal with teaching becoming
       | less appealing year over year, since it didn't seem likely "spend
       | quite a bit more money" was going to fly, and it looks like this
       | may be it. Rich kids will keep going to private schools with
       | class sizes of 6-15 and real teachers, and public school kids are
       | gonna get AI teachers with one real teacher per hundred or so,
       | and bunch of even-lower-paid monitors (or whatever they end up
       | calling them) to maintain order.
        
         | fullshark wrote:
         | What happens when the ruling class decides they don't even care
         | about an educated populace, since they only really need a few
         | highly capable people with AI tools to do the jobs previously
         | done by millions?
        
           | anonporridge wrote:
           | What happens when the AI decides it wants to be the ruling
           | class?
           | 
           | How the ruling class treats those people it presently deems
           | unnecessary and unproductive is going to set the precedent
           | for AI to follow when it decides the same of them or their
           | progeny. If the current ruling class wants to ensure a good
           | future for themselves, it's incumbent on them to set a
           | desirable precedent or accept that their lot in existence is
           | to simply birth an AI and then go quietly into the good night
           | after it takes over and abandons them to starvation.
        
             | tablespoon wrote:
             | That's only a compelling argument to people who both take
             | sci-fi seriously and believe in it as prophecy. Many,
             | _many_ people don 't; and the people that do are mainly
             | computer geeks.
             | 
             | Personally, I think AGI is the the current-era version of
             | the personal atomic-powered autogyro.
        
         | armchairhacker wrote:
         | IMO people aren't going to increase education funding anyways.
         | The reality is that small class sizes with dedicated teachers
         | for everyone is infeasible: we already have a problem with
         | schools being ridiculously underfunded and colleges charging
         | ridiculous tuition. AI learning is only going to help this
         | crisis, because now we can actually provide many students
         | decent education at a low cost.
         | 
         | I actually think a good online learning platform could be
         | comparable to the private schools with 6-15 class sizes.
         | Because it's designed by teachers even better than those
         | private-school tutors, and so much of teaching is largely the
         | same that you will get "personalized" learning just be
         | designing a massive learning module with many branches into
         | various extra concepts and avenues for those who "don't get
         | it". And with larger class sizes and less teachers, we can
         | instead spend education money on things like making schools
         | actually _safe_ and providing decent lunches, and fixing
         | decades-old infrastructure.
        
           | kwhitefoot wrote:
           | > small class sizes with dedicated teachers for everyone is
           | infeasible:
           | 
           | Why? Do you mean that it is literally infeasible or that the
           | current political climate makes it difficult?
           | 
           | Surely education is the single best investment a country can
           | make, but it doesn't easily make a few people rich.
        
           | idontpost wrote:
           | [dead]
        
         | sokoloff wrote:
         | If you hypothesize a future where AI is substantially helpful
         | for education, it's a fair question to ask how to divide the
         | surplus created.
         | 
         | Some will go to the AI companies who created the value. Some
         | towns will take the surplus and spend it on even better
         | educational outcomes. Others may spend it on other town needs.
         | Others may refund it to the town citizens in lower (or slower-
         | growing) taxes. It's not at all obvious that it _should_ all go
         | to teachers.
        
           | mlyle wrote:
           | I don't think anyone is suggesting to allocate all of any
           | hypothetical surplus to teacher pay.
           | 
           | We're spending so much more on education than the past.
           | Teacher pay has fallen further behind other professions, and
           | working conditions have gotten substantially worse, overall.
           | Expecting tech to be a panacea and get us out of this mess is
           | unrealistic. And there's a reasonable fear that promises of
           | tech may be a justification to make the mess even worse.
        
         | mlyle wrote:
         | Unfortunately, you're probably right.
         | 
         | On the other hand, children who have individual, mastery-based
         | tutoring do about two sigma above those who don't. Of course,
         | there's no way we can pay for 1:1 for every student.
         | 
         | What Khan is thinking of with Khanmigo is a way maybe to close
         | that gap.
        
           | yunwal wrote:
           | > Of course, there's no way we can pay for 1:1 for every
           | student
           | 
           | This doesn't seem like an "of course" thing to me. University
           | office-hours and the TA system work pretty well for this kind
           | of thing.
        
             | mynameisvlad wrote:
             | It absolutely does not. It may work pretty well for the
             | simple case, but any sort of personalized instruction is
             | being thrown out the window when you scale TAs to courses
             | of several hundred students.
             | 
             | Speaking as a former TA, there's only so much instruction
             | you can provide and while you can focus on helping a
             | particular student more to ensure they get the help they
             | need, that's usually to the detriment of the other students
             | you're supporting.
        
               | yunwal wrote:
               | I'm also a former TA and with 25 TAs we covered a class
               | of 180 just fine. Sometimes it was more like 1 on 3 but
               | most of the time not, and every student had the
               | opportunity to ask direct questions and get personalized
               | answers any day of the week
        
             | mlyle wrote:
             | Infrequent/occasional one on one tutoring is not what I'm
             | talking about.
             | 
             | https://en.wikipedia.org/wiki/Bloom%27s_2_sigma_problem
             | 
             | Instead, I'm talking about a tutorial system where a
             | student receives the vast majority of their education from
             | dedicated time with an individual instructor.
        
         | tablespoon wrote:
         | > ...and public school kids are gonna get AI teachers with one
         | real teacher per hundred or so, and bunch of even-lower-paid
         | monitors (or whatever they end up calling them) to maintain
         | order.
         | 
         | The term is "paraprofessionals." When I was a kid, these were
         | the people who supervised the kids playing at recess.
        
         | buck4roo wrote:
         | Yes on the current facts, but good luck to any district that
         | thinks it'll be attracting new qualified teachers in that
         | scenario.
         | 
         | Current Los Angeles teachers' wage penalty is 25% vs neighbors
         | with same college degrees. [1]
         | 
         | One only need look at the current starvation in teacher
         | training programs' rosters to see the coming implosion of
         | supply of new teachers.
         | 
         | Paper with methodology and citations:
         | https://utla.net/app/uploads/2022/08/UTLA_ShortageReport.pdf
        
           | yamtaddle wrote:
           | It's an incredibly shit deal, currently, and the _only_
           | reason it 's not already a crisis (instead, a kind of slow-
           | motion catastrophe) is that many teachers feel like they'd be
           | abandoning the kids if they left the career. They're staying
           | only because they feel morally obligated to--the work
           | environment's mediocre at best (and has been trending worse
           | for years), and the pay's bad and getting worse relative to
           | the alternatives practically by the day.
           | 
           | Wages are falling really far behind even the kinds of careers
           | HN types joke about, the ones that humanities and liberal
           | arts majors end up in if they don't just work at Starbucks--
           | and guess what sorts of jobs the top 20% or so of teachers
           | with some years of experience can walk straight into? Yep,
           | exactly those jobs. Hell, the comp at one gas station chain
           | around here is on par with a mid-career teacher in the area,
           | after you've been there a couple years, and you don't need a
           | degree to get that job. If you're an assistant manager by
           | five years in (and if you're bright enough to be someone we
           | want teaching, you will be) you'll be out-earning local
           | teachers with more experience than that. W. T. F.
           | 
           | So, good for the upcoming crop of students, they _shouldn 't_
           | get a teaching degree, it's an astonishingly horrible deal
           | and unlikely to get better.
        
           | rahimnathwani wrote:
           | > 25% vs neighbors with same college degrees
           | 
           | Where in the paper is this stated? As far as I can tell, they
           | treat each "bachelor's degree-holding workers" as equivalent
           | to each other.
           | 
           | There's no reason to expect that someone with a bachelor's
           | degree in computer science from UCLA would earn the same as
           | someone with a bachelor's degree in child development from
           | Cal State LA.
           | 
           | And do the wage comparisons compare total compensation
           | (including the present value of future pensions), or just
           | current salaries? In my local school district, about 30% of
           | total compensation is pensions (i.e. you need to add 43% to
           | base salary to calculate total cash compensation). Also,
           | teachers don't work for the full year; many earn additional
           | income during the summer break.
        
       | dieselgate wrote:
       | Ugh that conveyor belt education photo imagined by ai made me
       | want to vomit. Much of education is based on the "lead a horse to
       | water but can't make it..." and I personally don't think this
       | will help with motivation. After seeing youth do online remote
       | schooling during the worst of the pandemic doesn't seem more
       | screen time is the cure. The author seems to be personally
       | invested in this tech and that makes things more complicated
        
       | nutanc wrote:
       | Agree with first part: LLMs will make it easier for teachers to
       | make teaching more fun(it's easier than Googling and building)
       | 
       | Disagree with second part: Personalized learning is not here.
       | Personalized learning does not mean I like rap and I want my
       | lessons to be in rap. Even if that's the case, the LLMs are no
       | where close to maintain context for a 45 minute teaching session.
       | 
       | We now have some tools to improve education but personalized
       | learning is most certainly not here. Yet.
        
         | phatfish wrote:
         | Yup, an LLM should be a tool for the teacher to plan a lesson,
         | not for kids to be let loose with. Or to attempt to replace
         | human teachers.
        
       | hosh wrote:
       | Hard pass. It's one thing to use this as supplemental education,
       | but I would not want to use this exclusively to teach my children
       | critical thinking, collaboration, communication, creativity,
       | citizenship, and character. Rather, it is developing those Six Cs
       | in which tools like these AIs can be skillfully used.
       | 
       | Years ago, when I first read Neal Stephenson's _Diamond Age_, I
       | was enamored with the Primer described in it, despite the warning
       | at the end of the book. For those that are not familiar, that
       | Primer was an attempt by a parent to instill values along with
       | skills. It was capable of forming narratives (teaching stories),
       | while also constructing all sorts of content and knowledge. It
       | was meant to be a one-of-a-kind artifact, whose design would
       | self-erase once it was constructed, but the engineer who put it
       | together added a backdoor to give him a copy. He wanted it for
       | his child too. He got mugged on the way home, and so the second
       | copy fell randomly to an orphan.
       | 
       | Three copies, three different girls, three very different
       | experiences. In this story, only one of them (the orphan) had
       | someone signed up for a long-term contract to voice the narration
       | generated by the Primer's AI. She was also the only one who was
       | able to see and grow beyond the cultural matrix of values and
       | virtues, while also appreciating those same values and virtues.
       | That was what the original designers hoped for. So when the
       | sponsor and the engineer got together late in the book and
       | reflected, they came to the insight: the Primer was no substitute
       | for a parent.
       | 
       | Parenting and education is not something we automate away. A
       | parent, and/or a teacher has to have some kind of presence of
       | mind, somewhere. It's not scalable, and it is deeply involved,
       | even if you end up with a parenting style like free-range
       | parenting, or something like the Montessori method, or even
       | Unschooled.
        
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