[HN Gopher] Universal Summarizer
       ___________________________________________________________________
        
       Universal Summarizer
        
       Author : simonebrunozzi
       Score  : 428 points
       Date   : 2023-02-03 19:13 UTC (1 days ago)
        
 (HTM) web link (labs.kagi.com)
 (TXT) w3m dump (labs.kagi.com)
        
       | est wrote:
       | Doesn't seem to work
       | https://labs.kagi.com/ai/sum?url=https://www.youtube.com/wat...
        
         | probably_wrong wrote:
         | I got that error when trying to summarize a dumb two-paragraph
         | article I once wrote. If I had to guess I'd say that's what you
         | get when the backend cannot identify what the main text is
         | (which is a surprisingly hard problem).
        
       | JonathanFly wrote:
       | Not bad with a single out of context chapter from a genre web
       | fiction serial that is hard to understand without context. The
       | language and writing style sounds a LOT like ChatGPT. Feels like
       | the model asked a bunch of different questions (what is
       | interesting to note, what's important, etc.)
       | 
       | >Jessica Yamada is a therapist working with a patient, Victoria,
       | who is struggling with the possibility of uncontrollable,
       | incurable plagues. Jessica is also dealing with a malfunctioning
       | suit that has interrupted her sessions with her patient. She is
       | also dealing with a colleague who is making her out to be a
       | freak. Jessica is also trying to help a young woman, Lily, who is
       | torn between fatalism and wanting to help her friends stick
       | together. Finally, Jessica is talking to Eidolon, a powerful man
       | who is losing his powers and is trying to fight a monster to the
       | death. It is interesting to note that Jessica is trying to help
       | her patients in a variety of ways, from providing coping
       | mechanisms to offering moral support.
       | 
       | https://parahumans.wordpress.com/category/stories-arcs-11/ar...
       | 
       | Also, unintentionally got this line perfect (given later story
       | stuff...)
       | 
       | 'a powerful man who is losing his powers and is trying to fight a
       | monster to the death'
        
         | FeepingCreature wrote:
         | If it's a LLM, it's probably read a lot of webfiction.
        
         | [deleted]
        
       | azubinski wrote:
       | This is a great tool for survival in the face of the popularity
       | of independent journalism.
       | 
       | Perfect. Thanks!
        
       | mdp2021 wrote:
       | Based on a few samples and experiments on it:
       | 
       | this tool should avoid trying to mimic structured speech - as
       | real understanding does not appear from the outputs and
       | "coherent" speech is consequently a dubious transvestity.
       | 
       | It should instead, if based on "recognizing salient points in
       | text", do that as well and possible and just highlight textual
       | extracts from the original - leaving intelligent
       | contextualization of the highlighted chunks to the intelligent
       | skimmer.
        
       | tanto wrote:
       | I was an early paying Kagi user but started using !g more and
       | more over the last few month. I am not sure what they changed.
       | Recently I decided to switch my default search back to Google as
       | basically in 90% of all search queries I found the result I
       | searched for on Google instead of Kagi.
        
         | malnourish wrote:
         | I'm the opposite; I use Google less and less.
        
       | sinuhe69 wrote:
       | Strange! Sometimes, when I pasted the link directly, it just
       | shows "no healthy upstream". Click the second time on this
       | article has the same effect. And there is no way to go back to it
       | home page.
        
         | sinuhe69 wrote:
         | For some articles, it showed "No summary available at this
         | moment, please try again later." Does it mean the engine is
         | momentarily overloaded, or the summaries are not instant?
         | Perhaps Kagi runs the AI summary service in the background, fed
         | through a human pipeline, then published it? Otherwise, it's
         | hard to explain the curation found by other users and now the
         | non-availability.
        
         | donnyxokzp wrote:
         | Same here, tried from different networks and device, RN all i
         | get is "no healthy upstream"
        
       | widowlark wrote:
       | This is incredibly well done. Congrats to the team at Kagi, I was
       | genuinely blown away by the speed and accuracy of the results.
        
       | ptsd wrote:
       | Bit meta, but asking it to summarise this comment thread gives an
       | interesting result...
       | 
       | > Jessica Yamada is a therapist working with a patient, Victoria,
       | who is struggling with the possibility of uncontrollable,
       | incurable plagues. Jessica is also trying to help a young woman,
       | Lily, who is torn between fatalism and wanting to help her
       | friends stick together.
       | 
       | Not sure why it picked this particular post as representative.
        
       | amelius wrote:
       | Does it rely on OpenAI under the hood?
        
         | wetpaws wrote:
         | Unlikely, it does not seem to handle foreign languages very
         | well.
        
       | seligman99 wrote:
       | I asked it to summarize the transcript for a podcast about an
       | episode of Star Trek. One minor issue in grammar, but otherwise,
       | it does a remarkable job of making a summary:
       | 
       | > In the Star Trek episode "The Cage", Captain Pike is held
       | captive by a race of advanced televisions. He is offered a life
       | of luxury in a cage, but he realizes that this is not the life he
       | wants and manages to escape. The televisions watch everything on
       | TV and have become too voyeuristic and passive. At the end of the
       | episode, Pike makes the right choice and is able to see the
       | difference between the falsehood of the fantasy and the difficult
       | but more acceptable reality. This episode highlights the
       | importance of exploration and being better than oneself, and is a
       | reminder of the dangers of becoming too passive and voyeuristic.
       | It also shows how technology can be used to create illusions and
       | how these illusions can be used to manipulate people.
        
       | GaggiX wrote:
       | I am truly amazed at how fast and good it is at summarizing
       | videos, it is (or will be) definitely an amazing tool for the
       | Kagi search engine. I guess they have trained/finetuned a
       | specific model to summarize video transcripts, since the content
       | is delivered so differently.
        
       | imranq wrote:
       | Awesome. does this use only the raw text or does it get help from
       | other summarizers online?
        
       | asicsp wrote:
       | Tried it with one of my blog posts:
       | https://learnbyexample.github.io/python-regex-surprises/
       | 
       | > _This post provides a few examples of regular expressions that
       | may surprise the reader. It covers topics such as the difference
       | between the $ and \Z anchors, the use of start and end arguments
       | for compiled methods, the behavior of undefined escape sequences,
       | the use of octal and hexadecimal escapes in the replacement
       | section, the behavior of quantifiers, and the difference between
       | greedy and possessive quantifiers. It also highlights the
       | importance of using keyword arguments when using the sub()
       | function, and the need to use the regex module 's constants when
       | using the regex module. Overall, this post provides a great
       | overview of some of the nuances of regular expressions._
       | 
       | At first I thought it was just making use of subheadings but on a
       | closer look it does pick up points from the content. I think this
       | could be very useful in trying to come up with short description
       | for meta tags.
       | 
       | Edit: just saw that there's also a "Key Moments" button too!
       | 
       | >- The $ and \Z anchors are not equivalent. The $ anchor can
       | match both the end of string and just before \n if it is the last
       | character, while \Z will only match the end of string.
       | 
       | >- You can specify start and end index arguments for compiled
       | methods.
       | 
       | >- When using the re.MULTILINE flag, the ^ and $ anchors will
       | match at the start and end of every input line, and also after
       | the last newline character.
       | 
       | >- Undefined escape sequences will raise an exception.
       | 
       | >- Only octal escapes are allowed inside raw strings in the
       | replacement section.
       | 
       | >- Referring to the text matched by a capture group with a
       | quantifier will give only the last match, not the entire match.
       | 
       | >- \b[a-z](on|no)[a-z]\b is not same as \b[a-z][on]{2}[a-z]\b.
       | 
       | >- (a*|b*) is not same as (a|b)*.
       | 
       | >- You should always pass flags as a keyword argument for the
       | sub() function.
       | 
       | >- When using the regex module, the constants should also be used
       | from the regex module.
        
       | imbnwa wrote:
       | Anybody else's first instinct was to get the summary of the
       | Christian Bible? Isn't able to complete the task in case you're
       | interested with the source[0] I submitted.
       | 
       | [0]http://triggs.djvu.org/djvu-
       | editions.com/BIBLES/DRV/Download...
        
         | freediver wrote:
         | It can ! We set the timeout lower as this got on HN to make
         | sure it worked for everyone. Ran this document in backened
         | directly and it worked. It is 1600 pages of text and it took
         | about 3 mins, but it did produce a summary! To see what, check
         | tomorrow as we lift the timeout restriction :)
        
           | mkathuri wrote:
           | Hopefully it will work for: THE HISTORY OF TOM JONES, A
           | FOUNDLING.
           | 
           | That's another long book I'm curious about ;)
           | 
           | Currently it's just stuck.
        
           | imbnwa wrote:
           | OK, now we're talking.
        
       | DoingIsLearning wrote:
       | Seems pretty solid for technical documentation! Great job folks
       | at kagi!
       | 
       | I tried to break it with the 'Tao of Programming'[0].
       | 
       | It was not particularly outstanding but arguably many real humans
       | would also fail to process the allegories/humor and distill that
       | text.
       | 
       | [0] https://www.mit.edu/~xela/tao.html
        
       | mkathuri wrote:
       | I fed it my own blog post: https://maheepk.net/posts/nothing-to-
       | display/
       | 
       | > This week, a person experienced the consequences of a broken
       | MacBook Pro display after a fluke of probability. They had to
       | resort to using Duet to connect their iPad as a display, and
       | Apple's Sidecar was found to be completely useless. The person
       | learned lessons about Apple's products, such as the need for more
       | durable displays, and the usefulness of Duet. They also learned
       | lessons about software development, such as the importance of
       | testing accessibility for blind users. Despite the unfortunate
       | incident, the person is still looking for a way to make the best
       | of the situation.
       | 
       | Compliment aside, seems like a good feature for Orion browser.
       | Great work.
        
         | whitten wrote:
         | https://www.duetdisplay.com/help-center/how-much-does-duet-c...
         | For add-on features for costs when used as a external monitor
         | or touchpad.
         | 
         | https://www.duetdisplay.com/help-center/can-i-use-duet-as-th...
        
       | buserror wrote:
       | Oh, reminds me I had an email address @kagi.com, a long, long
       | time ago :-)
        
         | 13415 wrote:
         | I was wondering whether this is still the same company. I
         | remember getting cheques from Kagi and German bank employees
         | eying them suspiciously.
        
           | buserror wrote:
           | I know, for quite a while I got quite a bit of income from
           | them, good old day of Mac Sharewares :-)
        
           | thewebcount wrote:
           | I asked them one time and they said they have no relation to
           | Kee (who ran the shareware processing site), and just bought
           | the domain when it was available. No connection to the old
           | site. (I also used to get the occasional check from the old
           | Kagi!)
        
           | lepht wrote:
           | https://kagi.com/faq#kagi-old
           | 
           | Non-affiliated
        
       | pfdietz wrote:
       | http://www.kibo.com/kibopost/happyweb/index.shtml
       | 
       | > HappyWeb is a new project that aims to make the Web a better
       | place by introducing new features such as more font sizes, more
       | colors, alphabetized bookmarks, faster <BLINK>, Y2K problem
       | solved, edible eye candy, no viruses, easier on the eyes, new
       | HTML tags, and rules and punishments to make everyone happy. It
       | also introduces new type styles such as <BW>, <BOLD&SPICY>,
       | <FLORIDSCRIPT>, <DISTRESSEDTYPEWRITER>, and <UGLY>. Interesting
       | features include the <MAGNET> tag which produces an invisible
       | field to drag the surfer's arrow-pointer towards it, and the
       | <SMILEY> tag which simplifies the use of smileys. Punishments for
       | those who don't follow the rules include being framed, charged a
       | nickel, and being forced to watch Fox television programming with
       | HTML tags added.
        
       | dchest wrote:
       | Tried it with code:
       | 
       | https://bellard.org/quickjs/pi_bigdecimal.js
       | 
       | This code uses the QuickJS bigdecimal type to calculate the value
       | of pi to a given precision. It does this by using the Chudnovsky
       | algorithm, which is a series of calculations that can be used to
       | approximate pi. The code is written in Javascript and uses BigInt
       | and BigDecimal to perform the calculations. It is interesting to
       | note that the code also takes into account the possibility of bad
       | rounding for the last digits, and adds extra digits to reduce the
       | probability of this happening.
        
         | qxxx wrote:
         | no way! this can also summarize / explain code!? wow!
        
           | moomin wrote:
           | It can't. It can _look up_ code.
        
       | californiadreem wrote:
       | I'm interested in what the opposite might look like. "What would
       | this look like if it were a short book rather than a longform
       | article?"
       | 
       | On a different note, the rise of these types of language models
       | mirrors what I understand to be the rise of human consciousness--
       | a handy heuristic to lean upon that gradually becomes too handy
       | to actually put down. Over time, the user is overshadowed by the
       | tool and loses sight that any other cognitive world existed. It's
       | hard for me not to see Julian Jaynes' idea of bicamerality and
       | "verbal delusions" piloting the brain being repeated with
       | computers.
       | 
       | In fact, I think I'll use this weekend to go read The Origin of
       | Consciousness in the Breakdown of the Bicameral Mind with this
       | idea in mind.
        
       | rdhyee wrote:
       | One of the things I find myself doing a lot is trying to make
       | sense of a given HN discussion -- so I fed an archived version of
       | this discussion to the summarizer:
       | (https://labs.kagi.com/ai/sum?url=https://archive.is/HdWx7):
       | 
       | > Universal Summarizer is a tool developed by Kagi that is able
       | to quickly and accurately summarize articles, videos, and other
       | texts. It is able to pick out unique and interesting details from
       | the text, such as Ratz having a prosthetic arm in the bar in the
       | novel Catch 22. It is also able to summarize technical
       | documentation and Moby Dick, as well as provide a summary of the
       | themes in Walden. It is able to summarize videos as well, and is
       | a useful tool for developers to familiarize themselves with
       | academic papers. It is also able to provide summaries in multiple
       | languages, and is able to detect jokes and humorous elements in
       | the text. It is an impressive tool that is sure to be a hit with
       | developers and researchers alike.
        
         | [deleted]
        
       | bilater wrote:
       | This is really cool. Do you have an API? :)
        
         | freediver wrote:
         | We do, and we thought about opening this as a part of other
         | APIs we already have.
         | 
         | How would you price this?
        
           | bilater wrote:
           | Probably by usage similar to OpenAI since I assume your costs
           | are correlated (compute etc).
           | 
           | You could do a hobby plan which is free up to a certain no.
           | of requests/tokens per day or hour so developers can start
           | building without any friction (I think this is important and
           | sort of expected as most beloved dev tools do it). You can
           | minimize your costs by offering this on shared resources so
           | inference time is a little slow and API can go down at times
           | when there is high usage but its free so users wont mind.
           | 
           | And then have pro plans for higher usage / 99.9999 SLA / fast
           | inference etc (maybe a min subscription with a pay if you go
           | over per 100k tokens option...similar to Vercel with
           | bandwidth and serverless functions).
        
             | freediver wrote:
             | Cool, pricing per tokens processed makes sense, thanks for
             | brainstorming this.
        
               | minxomat wrote:
               | Would love to use an API, per token pricing is a good
               | approach (with use limits like OpenAI). If you need
               | testers, I have some use case (long form non-fiction
               | content). LMK at ml[at]summarity[dot]com
        
           | xamdam wrote:
           | GPT cannot currently do this (for long documents), and you
           | have a commonly requested use case. For now you can charge as
           | much as they do and have a decent business I'm guessing, but
           | future depends on LLMs from OpenAI and other getting into
           | this space.
           | 
           | I would also like to see controllable length output if that's
           | feasible with your model.
        
           | Terretta wrote:
           | I have a few thousand things to summarize, and am a paying
           | subscriber. What happens to my account if I automate your
           | page?
           | 
           | I'm happy to pay. I think it's too much but I'd probably
           | unhappily pay $0.05 per summary when they're this good. I'd
           | rather pay $0.005 or less, then I'd plug it into KB tools
           | like Obsidian as well as our bookmarking / link logging
           | workflow firm-wide.
           | 
           | Which reminds me, I want to be able to "gift" Kagi search to
           | all employees. I actively don't want them to have to use
           | Google. Is there a way for an automatic company @domain x per
           | seat billing, or should I use gifting?
           | 
           | Finally, what would it take for kagi.com to be part of the
           | Apple One / iCloud+ offering? That needs to happen.
        
             | billbrown wrote:
             | This? https://blog.kagi.com/kagi-team-plan
        
       | ryanar wrote:
       | I grabbed a random article in my to read list and it didn't help
       | me understand the article.
       | 
       | https://tasshin.com/blog/strategy-101/
       | 
       | Lots of words I was unfamiliar with because they were domain
       | specific terms and they were not defined
        
       | rabahs wrote:
       | I was trying to built something similar using GPT3 but I realized
       | it was not reliable. I tried Kagi to summarize the link for this
       | YC thread https://news.ycombinator.com/item?id=34646389
       | 
       | This was the summary:
       | 
       | Jessica Yamada is a therapist working with a patient, Victoria,
       | who is struggling with the possibility of uncontrollable,
       | incurable plagues. Jessica is also trying to help a young woman,
       | Lily, who is torn between fatalism and wanting to help her
       | friends stick together. Finally, Jessica is talking to Eidolon, a
       | powerful man who is losing his powers and is trying to fight a
       | monster to the death. Jessica is trying to help her patients in a
       | variety of ways, from providing coping mechanisms to offering
       | moral support. She is also encouraging them to push beyond their
       | limits and to structure their arguments in a more logical and
       | coherent way. An interesting detail is that Ratz, a character in
       | the bar in the novel Catch 22, has a prosthetic arm, which adds
       | to the atmosphere of the bar. The story highlights the fragility
       | of life and the power of the universe, and serves as a reminder
       | of the importance of cherishing the time we have on Earth. The
       | message of the story is that even in the face of great danger, it
       | is possible to find courage and strength in friendship and
       | loyalty. Thoreau encourages readers to explore their own inner
       | depths and to strive for truth and simplicity. He argues that
       | material wealth is not as important as the wealth of the mind,
       | and that true happiness comes from within.
        
       | [deleted]
        
       | galleywest200 wrote:
       | This works very well! The Key Moments options seems to contains a
       | bit more "meat and potatoes" than the normal summary at this
       | time. I had it summarize a textbook chapter on cartesian space in
       | 3d game development:
       | https://labs.kagi.com/ai/sum?url=https://gamemath.com/book/c...
       | 
       | The final sentence of the summary gave me a chuckle:
       | "Interestingly, 360 can be divided evenly in a large number of
       | cases without needing fractions, which was apparently a good
       | thing to early civilizations."
       | 
       | As well, the Key Moments seemed to grab items that are probably
       | not very important: "In 3DS Max, the default orientation of the
       | axes is for +x to point right/east, +y to point forward/north,
       | and +z to point up."
       | 
       | Cannot wait for this to get tied into Kagi search and for the
       | possibility of an API.
        
       | alister wrote:
       | The Summarizer uses extra knowledge beyond what's given by the
       | URL you submit. I tried giving it a link to a synopsis of
       | "Terminator 2: Judgment Day" from IMDB. I then copied and pasted
       | the synopsis into a pastebin online content-hosting site, and
       | gave the Summarizer the URL of the pastebin. Both results are
       | impressive but quite different:
       | 
       | When fed
       | https://www.imdb.com/title/tt0103064/plotsummary/?ref_=tt_st... :
       | 
       | Terminator 2: Judgment Day is a 1991 science fiction action film
       | that follows the story of John Connor and his mother Sarah as
       | they attempt to prevent a nuclear war called Judgment Day. The
       | film follows John and Sarah as they are pursued by a T-1000, a
       | liquid metal android sent back in time to kill Sarah. John and
       | Sarah enlist the help of a reprogrammed Terminator to protect
       | them from the T-1000. In the end, John and Sarah manage to
       | destroy the T-1000 and the chip that would have caused Judgment
       | Day. The film ends with John and Sarah embracing, relieved that
       | they have prevented the nuclear war. An interesting aspect of the
       | film is the Terminator's ability to learn and understand human
       | emotions, which is demonstrated when it refuses to kill John's
       | foster parents and when it grasps Sarah's hand in a gesture of
       | understanding.
       | 
       | Versus https://pastebin.com/Bk183Jky :
       | 
       | The movie opens with shots of traffic and children in
       | playgrounds, followed by a flash-forward to Los Angeles in 2029
       | AD. The survivors of the nuclear fire called the war Judgment Day
       | are fighting against robotic tanks and androids. John Connor and
       | his mother Sarah Connor are on the run from the T-1000, a liquid
       | metal android sent to kill them. They enlist the help of the
       | Terminator, a cyborg sent from the future to protect them. After
       | a series of intense battles, the Terminator and Sarah manage to
       | destroy the T-1000 in a pool of molten metal. However, the
       | Terminator reminds them that there is still one more chip which
       | must be destroyed; it points at its own skull.
       | 
       | Notice that the first summary mentions "1991 science fiction",
       | but none of the words science, fiction, or 1991 are to be found
       | at that URL.
        
         | PebblesRox wrote:
         | Did you try running both examples multiple times? In my
         | experience, these LLMs are not deterministic so even the same
         | prompt can give some pretty different responses.
        
       | dannywarner wrote:
       | Fwiw I use AndiSearch and they already have a great summarizer
       | integrated directly into search results that they launched last
       | week.
       | 
       | There is a Summarize button on every result card that can show a
       | summary. The summaries are much faster. And they are clearly much
       | higher quality.
       | 
       | Unlike Kagi, they don't spam every HN post that mentions search
       | with shill comments. And unlike Kagi, it is free and anyone can
       | use it. It does not require login, so you can use it anonymously.
       | This looks like a rushed attempt to copy the AndiSearch summary
       | feature.
       | 
       | I already find that the summaries on AndiSearch are so good that
       | I can use it to filter which articles I need to read. The Reader
       | mode is also very good.
       | 
       | If you like this, I'd recommend comparing it. You can paste in a
       | url and get a summary and reader mode for it. I find searching
       | for the title works better. I haven't seen it posted here yet.
       | 
       | https://andisearch.com/
        
         | GaggiX wrote:
         | I have never used AndiSearch, how can I summarize a video, book
         | or pdf with it like Kagi's "universal" summarizer?
        
           | dannywarner wrote:
           | I find it does well with ebooks. I haven't tried with pdfs or
           | videos. The quality of the AndiSearch summaries for the
           | things I use every day like articles, Wikipedia and technical
           | documentation is very good.
           | 
           | The Summarize button is on the search results, therefore you
           | don't need to visit a separate site and paste in the url.
           | Additionally, you already know when a summary is available as
           | the button only shows when it is. It is new but already I
           | feel that it changes how you use a search engine having this
           | feature available right there on the results.
           | 
           | The Kagi one said 'No summary available at this moment,
           | please try again later.' for many of the urls I tried.
        
             | GaggiX wrote:
             | >I haven't tried with pdfs or videos
             | 
             | It does seem it's not able to do that.
             | 
             | >The Kagi one said 'No summary available at this moment,
             | please try again later.' for many of the urls I tried.
             | 
             | I honestly find AndiSearch more finicky in not showing the
             | "Summarize" button or giving error.
        
               | dannywarner wrote:
               | It is reliable for me. Here is a test to compare. I did a
               | search for 'google chatgpt clone'.
               | 
               | AndiSearch generates a good summary for every result.
               | 
               | https://andisearch.com/?q=google+chatgpt+clone
               | 
               | Maybe Kagi has HN hug of death but it returns the 'no
               | summary available' message for me now.
        
               | GaggiX wrote:
               | >Maybe Kagi has HN hug of death but it returns the 'no
               | summary available' message for me now.
               | 
               | what are you entering? It's not a search engine, you need
               | to insert a link to an article, book, pdf, video etc...
               | Look at the examples.
        
               | dannywarner wrote:
               | I am (obviously) copying and pasting the same urls that
               | appear in the search results I shared individually into
               | the url entry form on the Kagi summarizer page.
        
               | GaggiX wrote:
               | If this is the case then it all works for me on the
               | Kagi's summarizer (using your example).
        
           | dannywarner wrote:
           | Also, being realistic, I do not believe that many normal
           | people try to summarize the full text of old public domain
           | ebooks. If you search for Moby Dick, much better resources
           | come up, and that is what you want a summary for. People want
           | a summary when they are searching to know if they should read
           | more.
        
             | GaggiX wrote:
             | Summarizing long articles, videos, etc. is why these
             | summarizers are so useful, you talk about web search but
             | what OP linked is not a search engine (the Kagi search
             | engine is, but this demo is not, it is just a summarizer
             | that you use if you already have, for example, an article
             | found on HN), you are talking about two different tools.
        
       | osigurdson wrote:
       | My first thought is grabs the text from the website (or
       | transcript from a video) and asks GPT-3 to summarize via the API.
       | No?
        
         | richmond1111 wrote:
         | They said having their own model
        
       | cush wrote:
       | Kagi's search blows Google out of the water too
        
       | donnyxokzp wrote:
       | no healthy upstream
        
       | rdhyee wrote:
       | Not sure what to make of its summary of Moby Dick (as presented
       | in the Project Gutenberg text version) --
       | https://labs.kagi.com/ai/sum?url=https://www.gutenberg.org/f....
       | The summary is full of platitudes. I'm wondering how they were
       | generated. Did they actually arise directly from the text itself
       | or from outside commentary of Moby Dick that Kagi had ingested?
       | 
       | > The story follows the adventures of a whaling crew led by
       | Captain Ahab, who is obsessed with hunting down a white whale
       | named Moby Dick. The crew includes Queequeg, a harpooner from a
       | distant island, and Starbuck, the first mate. Along the way, they
       | encounter many dangers, including storms, sea monsters, and the
       | wrath of Moby Dick himself. The story is a meditation on the
       | power of nature, the dangers of obsession, and the importance of
       | friendship and loyalty. The message of the story is that even in
       | the face of great danger, it is possible to find courage and
       | strength in friendship and loyalty.
        
         | rdhyee wrote:
         | Compare the summary of the book to the summary of the Wikipedia
         | article on Moby Dick (https://labs.kagi.com/ai/sum?url=https://
         | en.wikipedia.org/wi...)
         | 
         | > Moby-Dick is a novel by Herman Melville about the obsessive
         | quest of Ahab, captain of the whaling ship Pequod, for revenge
         | on the white sperm whale Moby Dick, which crippled him on the
         | ship's previous voyage. The novel follows Ishmael, a sailor on
         | the Pequod, as he narrates the story of Ahab's monomaniacal
         | pursuit of Moby Dick. Along the way, Ishmael and his fellow
         | crew members encounter a variety of characters and situations,
         | including the mysterious Fedallah, a harpooner who prophesies
         | Ahab's death; Pip, a young African American cabin-boy who jumps
         | in panic from Stubb's whale boat; and the Delight, a whaling
         | ship that is badly damaged and with five of her crew left dead
         | by Moby Dick. The novel also contains a variety of themes,
         | including the nature of evil, the power of fate, and the search
         | for identity. Ultimately, the novel suggests that while revenge
         | may be a powerful motivator, it can also lead to destruction
         | and death.
        
       | nathias wrote:
       | very impressive, not a 100% but I did give it a hard text to
       | summarize
        
       | brisky wrote:
       | Amazing job! I tried to summarize Lithuanian article. It did a
       | pretty good job, but for some reason alphabet letters such as
       | aceeisz that are unique to Lithuanian were missing from the
       | output.
       | 
       | https://labs.kagi.com/ai/sum?url=https://www.delfi.lt/news/d...
        
       | etra0 wrote:
       | I just tried it with a blogpost of my own that's written in a
       | _somewhat_ localized Spanish and it summarized it pretty well in
       | English, which is quite surprising. Good job team kagi!
        
         | ASalazarMX wrote:
         | Tried it with Arthur C. Clarke's "La Estrella" ("The Star",
         | Spanish version), and it did quite well too, although it
         | somewhat downplays the faith crisis at the end.
         | 
         | > Arthur C. Clarke's "La Estrella" tells the story of a group
         | of scientists who are exploring a distant star system and
         | discover a planet that was once home to an advanced
         | civilization. The planet is now a desolate wasteland, but the
         | scientists find evidence of the civilization's existence in the
         | form of a giant monument and thousands of visual records.
         | Through their research, they are able to determine that the
         | civilization was destroyed by a supernova that occurred in the
         | same year as the birth of Jesus Christ. This discovery leads
         | the scientists to question the existence of God and the purpose
         | of the universe. The story highlights the fragility of life and
         | the power of the universe, and serves as a reminder of the
         | importance of cherishing the time we have on Earth.
         | 
         | The key moments are in Spanish for some reason, and half of
         | them are hilarious (in a cute naive AI way):
         | 
         | - La fe de Arthur C. Clarke se vio puesta a prueba cuando
         | descubrio una estrella que habia explotado hace miles de anos.
         | 
         | - Los astronomos chinos detectaron una supernova en 1054 sin
         | saber de que se trataba.
         | 
         | - La nebulosa del Fenix es una cabeza de alfiler, una tenue
         | cascara de gas que rodea a una estrella unica.
         | 
         | - Los habitantes de la estrella habian construido un monumento
         | de una milla de altura para llamar la atencion de otras razas.
         | 
         | - La explosion de la estrella habia destruido todos los
         | planetas que orbitaban alrededor de ella, excepto uno.
         | 
         | - Los habitantes de la estrella habian dejado miles de
         | registros visuales y maquinas para proyectar estos, junto con
         | instrucciones graficas.
         | 
         | - La civilizacion de la estrella habia sido destruida en pleno
         | florecimiento, sin dejar supervivientes.
         | 
         | - Arthur C. Clarke se pregunto si la destruccion de la estrella
         | se podia conciliar con la misericordia de Dios.
         | 
         | - Arthur C. Clarke llego a la conclusion de que el Universo no
         | ti[truncated]
        
       | noduerme wrote:
       | I got a really hilarious response; the bot apparently thought the
       | noscript tag was particularly important (Article source[1]):
       | 
       | ChatGPT is a technology that can help writers with their
       | projects, but it is not a replacement for real writing. Despite
       | feeling overwhelmed and stupid at first, experienced writers know
       | that these feelings will eventually pass and they will be able to
       | create an argument. This article by Christopher Grobe discusses
       | why he is not scared of ChatGPT and how it can help him with his
       | writing. He explains that it can help him to see the outline of
       | an argument and to address the quibbles and confusions of an
       | audience. _He also highlights the importance of allowing
       | javascript and access to certain URLs in order to view the
       | content of the page. Finally, he encourages readers to contact
       | him with their thoughts and questions about the article._
       | 
       | [emphasis mine]
       | 
       | [1] Source: https://www.chronicle.com/article/why-im-not-scared-
       | of-chatg...
        
         | dannywarner wrote:
         | This from a competing search engine summarizer for that link.
         | 
         | ```ChatGPT can be a useful tool for helping students to develop
         | their writing skills and think more critically, but it should
         | be used to complement and enhance traditional methods of
         | instruction, not replace them. By recognizing the limits of
         | ChatGPT and pushing themselves beyond those limits, students
         | can learn to identify and address the weaknesses in their own
         | writing, and they can learn to structure their arguments in a
         | more logical and coherent way.```
        
         | freediver wrote:
         | Caused by this, likely what the crawler faced:
         | 
         | https://imgur.com/a/0SqkPM4
         | 
         | Summarizing content is still dependent on pages on the messy
         | web being actually read properly.
        
         | grugagag wrote:
         | This is hilarious indeed. I expect LLM technology to get better
         | but I don't expect the hilarious and nonsensical bits to
         | completely disappear. Interesting future...
        
       | xamdam wrote:
       | Impressed with their long document summarization, any ideas how
       | they do this? Seems beyond normal GPT limitations; either they
       | have a more powerful model (doubt it) or hacked around the
       | limitations?
       | 
       | e.g. good summary for a very long text
       | https://labs.kagi.com/ai/sum?url=http://localroger.com/prime...
        
         | freediver wrote:
         | Thanks for noticing! (dev here)
         | 
         | We have an in-house model we've been developing since 2019,
         | just for summarization of long documents in real time. We'll
         | try to find some time to blog about the high level design.
        
           | xamdam wrote:
           | I'd pay for an API to this
        
             | minxomat wrote:
             | I second this, API please.
        
               | btown wrote:
               | Third this! Firms serving the financial world, tracking
               | PR statements, etc. would likely pay high rates for this.
        
           | stavros wrote:
           | Is there an API for this? I'd love to make an Alexa skill
           | that reads out summarized Wikipedia articles for me.
        
           | bradneuberg wrote:
           | Looking forward to a technical writeup on what you all have
           | done, looks impressive!
        
           | jamesholden wrote:
           | Jealous. I have been trying to 'configure' my own local
           | summarizer. As I find the ChatGPT limitations on length to be
           | frustrating. For example, I wanted to take a transcription of
           | a troubleshooting session with user and support agent (me). I
           | wanted a summary of what we did essentially, overall. But
           | doing this with ChatGPT takes so. many. copy/paste actions. I
           | just wanted to give it all, and say, get a summary of every 5
           | minutes.
           | 
           | Secondly, this lab needs to stick around. It makes me want to
           | subscribe, just for access to this.
        
           | mdp2021 wrote:
           | > _an in-house model we 've been developing since 2019_
           | 
           | We will be very interested in how you tackled the problem of
           | "understanding" the input text - to differentiate it from
           | current "fakeries of actual speakers".
           | 
           | I.e. how you implemented the "intelligent" parts - or, which
           | simulation of actual intelligent processing (if any) it
           | contains.
        
       | mdp2021 wrote:
       | Well.
       | 
       | > _Case is in a bar called the Chatsubo, a place for professional
       | expatriates. He is talking to the bartender, Ratz, who has a
       | prosthetic arm. Ratz and Case joke around and then a prostitute
       | who was sitting next to Case leaves. Suddenly, a drunken
       | Australian starts talking about how the Chinese invented nerve-
       | splicing. This causes Case to become bitter and he expresses his
       | feelings to his glass. This passage paints a vivid picture of the
       | atmosphere in the bar and the characters that inhabit it. The
       | interesting detail is that Ratz has a prosthetic arm, which is a
       | unique detail that adds to the atmosphere of the bar_
       | 
       | The results are interesting. The in-production use-case, where
       | the tech will be most reliable, not evident.
       | 
       | Edit:
       | 
       | It seems (also seeing the "Key moments" section) that elemental
       | attempts to understand the details (and structure) of the text
       | should output reliability values, and employ them with importance
       | towards the final output.
       | 
       | Edit2:
       | 
       | It seems from further tests that the "understanding" may be very
       | limited, and that the "trick" is more in terms of "trying to
       | identify salient parts and present them reformulated - without
       | attempting to understand them".
       | 
       | Edit3:
       | 
       | It seems that the attempt of identification of salient points is
       | confirmed as a main mechanism - but, in absence of understanding,
       | the re-formulation just degrades information. For example: the
       | original being, << _Bronze is the first metal that gets its own
       | age, which began around 3300 BCE in Mesopotamia. Other metals
       | were certainly in use before it -- especially copper -- but the
       | addition of a small amount of tin to existing copper technology
       | changed everything. Bronze was a step up in hardness, durability,
       | and resistance to corrosion [...]_ >>, the summary << _Bronze is
       | the first metal to have its own age, beginning around 3300 BCE in
       | Mesopotamia. It was a step up in hardness, durability, and
       | resistance to corrosion_ >> betrays faults in changing the
       | initial 'gets' to 'have', and in missing that those qualities of
       | bronze are there in comparison to copper.
       | 
       | --
       | 
       | ...I see we have a sniper here, as so common: well, do not forget
       | to make your criticism explicit (assuming it will just take its
       | time to elaborate). Edit: still need more time?
        
       | karaterobot wrote:
       | I tried 5 different URLs to mainly text documents, and it said
       | "no summary available" for all of them. Is it the hug of death,
       | or am I doing something wrong? I'm a Kagi subscriber, logged in
       | and everything.
        
       | sinuhe69 wrote:
       | Like all other models backed by LLM, Kagi summarizer can process
       | text in other languages quite well. I let it summarized for me
       | the SPIEGEL interview with Weizenbaum and Heafner 45 years ago,
       | and it did a splendid job. The summary was presented in English,
       | but the highlights are captured in German.
       | 
       | Of course, it missed some (subjective) important points like
       | during the discussion about the principal transferability of
       | human experience (and knowledge): we human have our inner values
       | and processes, which we could not express (easily) in our
       | languages. Therefore, it's also impossible to transfer such human
       | experience into the computer.
       | 
       | https://www.spiegel.de/politik/es-ist-eine-explosion-des-qua...
        
       | smusamashah wrote:
       | It's very nice. Apparantly it doesn't follow pages of an HN
       | thread. It summarized this
       | https://news.ycombinator.com/item?id=34579175 to mostly about
       | staying warm. See
       | https://labs.kagi.com/ai/sum?url=https://news.ycombinator.co...
       | 
       | This is how it summarized Yishan's thread on content moderation
       | https://labs.kagi.com/ai/sum?url=https://twitter.com/yishan/...
       | It obviously got confused when he side stepped into his CO2
       | mantra middle of the thread.
       | 
       | From these two links, it feels like this engine mostly focuses on
       | the beginnings of the URL, things that come later on a page are
       | not given the same priority when summarizing.
        
       | impalallama wrote:
       | > The Turner Diaries is a novel by Andrew Mac Donald (William
       | Pierce) that follows the story of a man named Turner, a member of
       | a revolutionary organization that is fighting against the
       | oppressive System. Turner and his comrades use acts of terror,
       | sabotage, and violence to fight against the System, and they
       | eventually succeed in overthrowing it. The novel follows Turner's
       | journey as he and his comrades struggle to survive and fight
       | against the System, and it also explores the themes of racism,
       | civil rights, and the power of the government. The novel
       | ultimately conveys the message that violence and terror can be
       | used to fight against oppressive systems, but that it should be
       | done with caution and with a clear understanding of the
       | consequences.
       | 
       | Does an interesting and good job are presenting the problem with
       | summarization. You read this and you might think The Turner
       | Diaries where a Star Wars adventure story about fighting an evil
       | empire.
        
         | [deleted]
        
         | dannywarner wrote:
         | This is a completely reasonable and insightful comment.Along
         | with any comments critical of Kagi, it is downvoted to
         | oblivion. I have to say the way Kagi shills overwhelm any
         | discussion on HN is incredibly frustrating. They hijack every
         | thread. They even post about HN being their main source of
         | customers. They have hacked HN, no two ways about it.
         | 
         | For anyone who might feel I am being unreasonable or that this
         | post was somehow wrong-headed, this is Wikipedia's description
         | of The Turner Diaries.
         | 
         | "The Turner Diaries is a 1978 novel by William Luther Pierce,
         | published under the pseudonym Andrew Macdonald. It depicts a
         | violent revolution in the United States which leads to the
         | overthrow of the federal government, a nuclear war, and,
         | ultimately, a race war which leads to the systematic
         | extermination of non-whites. All groups opposed by the novel's
         | protagonist, Earl Turner--including Jews, non-whites, "liberal
         | actors", and politicians--are murdered en masse."
         | 
         | The commenter was reasonable.
        
       | TaylorAlexander wrote:
       | A while back I recorded an unscripted youtube video with some of
       | my thoughts about automation and economics. In the end I felt the
       | video was long winded and unfocused, and that I should certainly
       | focus on scripted content in the future (which I have
       | subsequently done on my other channel). However this summarizer
       | took seconds and produced what I thought was a decent summary of
       | my video.
       | 
       | Video since someone will ask: https://youtu.be/Sx_2-xwWJUk
       | 
       | Summary: "Taylor Alexander is a robotics enthusiast who is
       | working on a four-axis 3D printed robot arm. He is interested in
       | the economic analysis of Karl Marx and Richard Wolff, and
       | believes that collective ownership of businesses has certain
       | benefits. He suggests that people should form cooperatives to
       | create a more equitable economy. He also talks about the
       | potential of robots to automate production and eliminate
       | complexity in the economy, and suggests that if people own the
       | machines that produce what they need, they will receive the
       | benefits of their production. He also talks about the potential
       | of open source hardware, and how it could be used to create
       | robots that produce goods at a low marginal cost. Finally, he
       | talks about the importance of nutrition and how it can help
       | people lead healthier lives."
       | 
       | Not to attract weird comments but I find it interesting that it
       | chose to use he/him pronouns for me, even though I specifically
       | intro myself in the video saying I use they/them pronouns. The
       | summary of the video is otherwise pretty great.
        
         | tkgally wrote:
         | I just tried the same thing with an unscripted 23-minute video
         | I recorded and put on YouTube in December. If I were to use
         | Kagi's summary myself, I would want to make minor changes to
         | the wording in a couple of places; otherwise it is perfect.
         | 
         | Here's the video and the summary:
         | 
         | https://youtu.be/KwNhAzQN-Nc
         | 
         | "Open AI's release of Chat GPT two weeks ago has caused
         | shockwaves around the world. This AI has the potential to
         | revolutionize language learning and teaching, as it can provide
         | human-like interaction and adapt to the learner's needs.
         | Previous attempts to use technology for language learning have
         | largely failed due to the lack of human interaction and
         | motivation. Chat GPT could provide a solution to this, as it
         | could be used to create conversations, explain language, and
         | build vocabulary. It could also be used to create virtual
         | characters that are attractive to users. While there is a
         | concern that this technology could replace language teachers,
         | it is likely that their role will become more like a coach,
         | encouraging and motivating students."
        
       | greentimer wrote:
       | Idea: create a website that hosts the questions and responses
       | from summarizers and language models on a webpage like
       | StackOverflow. If Google implemented this it could save their
       | business from ChatGPT.
        
       | diimdeep wrote:
       | I guess it is a good way to crowdsource search index.
       | 
       | The thing about Google search and byproducts, is that I start to
       | think it is deliberately crippled by US gov. Power structures. I
       | can not explain any other way why it sucks so much and there is
       | zero to none innovation, at least that available to the end
       | users.
        
       | srhtftw wrote:
       | Here is the summary it gives for Walden: Conclusion
       | https://en.wikisource.org/wiki/Walden_(1893)_Thoreau/Chapter...
       | 
       |  _In Walden, Thoreau encourages readers to explore their own
       | inner depths and to strive for truth and simplicity. He argues
       | that material wealth is not as important as the wealth of the
       | mind, and that true happiness comes from within. He also
       | encourages readers to be independent and to take risks, and to
       | not be afraid to explore the unknown. He compares the courage of
       | a soldier to that of a footpad, and suggests that it is nobler to
       | explore one 's own inner world than to chase after material
       | possessions. He also suggests that it is better to be content
       | with what one has than to strive for superfluous wealth. He
       | concludes by encouraging readers to strive for truth and to not
       | be afraid to explore the unknown._
       | 
       | I think shows the limits of these kinds of statistical word
       | approaches. They aren't necessary "wrong" but they fail to give
       | any sense of the spirit of optimism in the original. I would have
       | been far more impressed if it just quoted the ending:
       | 
       |  _The life in us is like the water in the river. It may rise this
       | year higher than man has ever known it, and flood the parched
       | uplands; even this may be the eventful year, which will drown out
       | all our muskrats. It was not always dry land where we dwell. I
       | see far inland the banks which the stream anciently washed,
       | before science began to record its freshets. Every one has heard
       | the story which has gone the rounds of New England, of a strong
       | and beautiful bug which came out of the dry leaf of an old table
       | of apple-tree wood, which had stood in a farmer 's kitchen for
       | sixty years, first in Connecticut, and afterward in Massachusetts
       | -- from an egg deposited in the living tree many years earlier
       | still, as appeared by counting the annual layers beyond it; which
       | was heard gnawing out for several weeks, hatched perchance by the
       | heat of an urn. Who does not feel his faith in a resurrection and
       | immortality strengthened by hearing of this? Who knows what
       | beautiful and winged life, whose egg has been buried for ages
       | under many concentric layers of woodenness in the dead dry life
       | of society, deposited at first in the alburnum of the green and
       | living tree, which has been gradually converted into the
       | semblance of its well-seasoned tomb -- heard perchance gnawing
       | out now for years by the astonished family of man, as they sat
       | round the festive board -- may unexpectedly come forth from
       | amidst society's most trivial and handselled furniture, to enjoy
       | its perfect summer life at last!_
       | 
       |  _I do not say that John or Jonathan will realize all this; but
       | such is the character of that morrow which mere lapse of time can
       | never make to dawn. The light which puts out our eyes is darkness
       | to us. Only that day dawns to which we are awake. There is more
       | day to dawn. The sun is but a morning star._
        
       | yunwal wrote:
       | This is quite a bit better than all of the other attempts at
       | building AI summarizers I've seen. One thing that's really nice
       | about it is that it seems to pick out surprising or unique
       | information, rather than just trying to provide the most general
       | abstraction or summary of the article. My team has a journal club
       | where we go through ML papers, and I feel like this will be a
       | good tool to familiarize myself with academic papers before going
       | into the details.
        
         | hackernewds wrote:
         | it's very good at that..how does it manage to do that?
        
           | wongarsu wrote:
           | Things that are unsurprising probably are frequently
           | mentioned in the training data. Just based on that you would
           | expect that language models have an easy time judging how
           | novel information is, you just have to get it to use that
           | information.
           | 
           | I would expect GPT3 to be able to do that, but I don't think
           | this is GPT
        
       | nvr219 wrote:
       | I had it summarize a recipe for me. It did a good job, but
       | definitely editorialized. The URL I sent included just the recipe
       | for split pea soup, but the summary added that "Split pea soup is
       | a hearty and comforting dish that is easy to make" (which is
       | true, but wasn't in the original) and said that the soup "is sure
       | to be a hit with the whole family" (again, true, but wasn't in
       | the original). So I feel like "summary" isn't the right word
       | exactly. Still amazing. I tested it with a bunch of different
       | blog posts that I was very familiar with and the summary always
       | turned out accurate.
        
         | Brian_K_White wrote:
         | This should be more visible.
         | 
         | Both in terms of "everyone should see this comment" and "maybe
         | Kagi should be labelling this more truthfully"
        
           | Semaphor wrote:
           | To be fair, it's also under the `labs` subdomain, which is
           | their experimental stuff.
        
         | rpastuszak wrote:
         | " Rafal Pastuszak is available throughout the week for a coffee
         | and a chat about ideas big and small. He also has a bi-weekly
         | 2h slot which he uses for pair programming and mentoring
         | sessions with friends, old and new. He also offers a 3 minute
         | rant session, where he listens to the other person rant and
         | then they spend the remaining 7 minutes contemplating the
         | pointlessness of their endeavors.
         | 
         | Rafal is interested in a wide range of topics, from product
         | development to mental health, and from photography to emerging
         | technologies. He is also open to pair programming with anyone
         | on their own problem. His goal is to get to know people and
         | what they have been up to.
         | 
         | It's an interesting offer for anyone looking for someone to
         | bounce off an idea or learn something new."
         | 
         | Fair enough, there's a bit of editorialising but the main gist
         | is fine.
        
         | jll29 wrote:
         | It's not "editorialized" in the sense that there are no humans
         | involved.
         | 
         | There are two types of automatic document summarization
         | methods, abstractive and extractive.
         | 
         | Abstractive analyze the original and then synthesize a summary,
         | whereas extractive summaries are concatenated projections
         | (sequences of text spans) from the original text.
         | 
         | The phenomenon you observed suggests this was produced by an
         | abstractive summarizer. Pre-trained neural language models for
         | abstractive summarizations that create pieces of new text that
         | are untrue or make sense is a phenomenon often referred to as
         | "hallucinating" models. In my research, I found extractive
         | summaries are more suitable for professional applications;
         | extractive models never hallucinate, and the worst mistakes are
         | (1) leaving out an important part and (2) creating
         | misunderstandings through left out context.
         | 
         | The leaders in the field of summarization research do not
         | believe there can be something like a "universal summarizer",
         | because the same document can be summarized for very different
         | purposes, even by the same person on different occasions). For
         | example, a lawyer may read a case summary one time to get up to
         | speed about what her client got accused of in a lower court
         | trial, and ten years later she may refer so said case again for
         | a trial procedural detail that re-occurred in another case on a
         | completely different subject matter.
        
         | visarga wrote:
         | > So I feel like "summary" isn't the right word exactly.
         | 
         | Might be a close cousin of hallucination.
        
       | moomin wrote:
       | Bluntly, it doesn't work. I handed it this:
       | https://labs.kagi.com/ai/sum?url=https://www.gutenberg.org/c...
       | 
       | It correctly identified it as War and Peace, then gave a standard
       | spiel and War and Peace, along with a bunch of bullet points none
       | of which were "Key Moments". But... it didn't actually read it.
       | If it had, it might have noticed that I only linked to Book 1.
       | 
       | But I could have figured out it was War and Peace just by reading
       | the title, and half of the rest from the wikipedia page.
        
       | dakiol wrote:
       | Impressive.
       | 
       | URL: https://qntm.org/responsibility
       | 
       | Summary:
       | 
       | > This story follows Tim and Diane, two scientists who have
       | successfully built a quantum computer. They use it to simulate a
       | universe, and eventually discover that they are in fact living in
       | a simulation themselves. They realize that any changes they make
       | to the simulation will be reflected in their own universe, and
       | must be careful not to do anything that could be harmful. They
       | also discover that the simulation is part of an infinite tower of
       | quantum computers, with their own universe being near the bottom.
       | This realization is both exciting and daunting, as they now have
       | the power to play God, but must be careful not to do anything
       | that could have disastrous consequences.
       | 
       | Could it be using ChatGPT behind the curtains?
        
         | sbierwagen wrote:
         | Openai charges per token of input, a summarizing service where
         | you feed it large amounts of input would have lousy economics.
        
           | langsoul-com wrote:
           | Isn't the economics of all chatgpt related products just
           | charging more than they paid for use?
        
       | sshb wrote:
       | Here's a small API wrapper in Go:
       | https://github.com/sashabaranov/kagi-summarizer-api
        
       | burkaman wrote:
       | This is much better than I expected, it's given a good answer for
       | everything I've tried so far.
       | 
       | https://labs.kagi.com/ai/sum?url=https://timecube.2enp.com
       | 
       | > Dr. Gene Ray is a scientist and philosopher who has discovered
       | the Time Cube, a mathematical proof that there are four
       | simultaneous 24 hour days in a single rotation of the Earth. He
       | believes that the academic and religious teaching of singularity
       | is boring and evil, and that it is destroying the analytical
       | brain of humanity. He has offered a $10,000 reward to Wikipedia
       | to disprove his math, and has been interviewed on Air America
       | Radio. He believes that the nuclear waste burial in Nevada is an
       | example of evil stewardship, and that the only way to save
       | humanity is to acknowledge the Cubic Creation Principle of
       | opposites. He believes that educators are lying bastards who
       | suppress Cubic Creation debate, and that students should demand
       | free speech to discuss it. He believes that belief in a nonvalue
       | god equates to nonacceptance of Cubic knowledge, and that word
       | has no inherent value.
        
         | widowlark wrote:
         | wow, it made a succint and understandable summary of one of the
         | most incomprehensible websites ever in like, seconds
        
         | capableweb wrote:
         | About the author Gene Ray:
         | 
         | > Dr. Otis Eugene "Gene" Ray was an electrician and inventor
         | who created the website for Time Cube in 1997. He proclaimed
         | himself a Doctor of Cubism and Wisest Human in 2002 and was
         | known for his anti-Semitic, homophobic, and racist views. He
         | ran four separate websites, all revolving around his apparent
         | insanity, and promised $10,000 to anyone who could refute the
         | Time Cube theory. He died in 2015 at the age of 87, but his
         | domain registration for timecube.com was renewed in 2015 under
         | his name. His most coherent sentence was "God is the supreme
         | excuse for human adults to absolve themselves of any obligation
         | to preserve natural resources for their own children during
         | their lifetime." His most famous quote is "1 x 1 = +1 is stupid
         | and evil."
         | 
         | https://labs.kagi.com/ai/sum?url=https://rationalwiki.org/wi...
        
           | schoen wrote:
           | Oops, the summarizer lost some minus signs there! The
           | original quote is actually
           | 
           | > -1 x -1 = +1 is stupid and evil.
        
       | bradneuberg wrote:
       | I threw a few different things at it and it did pretty well IMHO:
       | https://twitter.com/bradneuberg/status/1621619127545905152?s...
        
       | lobocinza wrote:
       | Really cool. I was think on hacking something similar for
       | personal use, thankfully I discovered this.
        
       | sorry_i_lisp wrote:
       | I put in a (mostly) transcript of the Randy Pausch lecture on
       | Time Management [1] and the summarizer gave me:
       | 
       |  _Time management is an important skill to have in order to lead
       | a happier and more productive life. Julie A. Zelenski, a
       | professor at UVA, gave a talk on time management, drawing from
       | two books and her own experiences. She recommends having a filing
       | system, using speaker phones, and standing during phone calls to
       | save time. She also suggests doing the ugliest task first, having
       | a timer on the phone, and leaving thank-you notes on the desk.
       | Zelenski also recommends scheduling meetings, phone calls, and
       | mundane tasks, and treating people with respect and dignity. An
       | interesting point she made was to use a power drill to carve
       | pumpkins instead of a knife!_
       | 
       | Julie Zelenski, ha. AI be dreamin'.
       | 
       | I liked the examples and you're always going to have some weird
       | loss of content when you summarize but the AI taking the joke by
       | Randy and then imagining a surname is still amusing.
       | 
       | [1] https://jamesclear.com/great-speeches/time-management-by-
       | ran...
        
         | [deleted]
        
       | jstrieb wrote:
       | Here is a quick bookmarklet that uses this to open the summary
       | for the current page in a new tab.
       | 
       | Highlight the following and drag it to your bookmarks bar.
       | javascript:Object.assign(document.createElement("a"), {href: `htt
       | ps://labs.kagi.com/ai/sum?url=${encodeURIComponent(window.locatio
       | n)}`, target: "_blank"}).click();
        
       | rkagerer wrote:
       | I asked it to summarize this HN comment page, and all it talks
       | about are the Turner Diaries. Any idea why it's fixated on
       | impalallama's comment?
       | 
       | https://labs.kagi.com/ai/sum?url=https://archive.ph/3JDtf
        
         | freediver wrote:
         | It is because of the cache, as someone probably summarized the
         | page very early on.
         | 
         | Current summary straight from the API:
         | 
         | "Universal Summarizer is a tool developed by Kagi that is able
         | to quickly and accurately summarize articles, videos, and other
         | texts. It is able to pick out unique and interesting details
         | from the text, such as the fact that a character in a book has
         | a prosthetic arm, or that a certain card is legal in Legacy but
         | not in Modern or Historic. It is also able to provide summaries
         | of complex texts, such as Herman Melville's Moby Dick, and even
         | provide summaries of technical documentation. It is also able
         | to summarize texts in different languages, such as Spanish. The
         | tool is also able to provide summaries of videos, and is able
         | to provide summaries of texts that are difficult to summarize,
         | such as the allegories and humor in the Tao of Programming. It
         | is an impressive tool that is sure to be a great asset to the
         | Kagi search engine, and could be used to improve the results
         | and UI of the main search product."
        
       | langsoul-com wrote:
       | Just tried my own blog article and it's pretty accurate.
       | 
       | https://labs.kagi.com/ai/sum?url=https://langsoul.com/blog/l...
       | 
       | This blog post explores the idea that reading can help us
       | understand the perspectives of others and shape our own views. It
       | also discusses the limitations of reading, such as not being able
       | to experience the calming effects of the sea or the grandeur of
       | nature. The author then shares a personal experience of a 2km
       | walk that turned out to be a path of suffering, with multiple
       | inclines and hills. He emphasizes that only through experiencing
       | the pain and exhaustion of the journey can one truly understand
       | the path of suffering. This post highlights the importance of
       | experiencing life in order to gain a deeper understanding of it.
        
       | azubinski wrote:
       | I imagine a combination of: RSS reader (something like Feedly) +
       | some kind of embedded "semantic preview" for the long articles
       | (Summarizer) + any kind of offline "read it later" service for
       | the articles distilled from web 2.x or web 3.x or web N.x
       | artifacts.
       | 
       | I'll pay for such a service each month and will be happy.
       | 
       | I donate the idea to the author of the Summarizer :)
        
       | netman21 wrote:
       | I am looking for an AI that can say what a company does, even put
       | it in a category. Sadly this solution incorporates the marketing
       | jargon when I tested it: "Leading," etc.
        
       | sorokod wrote:
       | First chapter of Catch 22 - comically low quality
       | 
       | URL: https://thefreeonlinenovel.com/con/catch-22_chapter-1---
       | the-...
       | 
       | Summary
       | 
       | Yossarian is in the hospital with a pain in his liver that falls
       | just short of being jaundice. He is comfortable in the hospital
       | and censors letters to pass the time. One day, the chaplain
       | arrives and Yossarian is surprised to find that they have a
       | mutual friend. The chaplain is shy and apologetic, but Yossarian
       | is friendly and warm. He warns the chaplain of the craziness of
       | the other wards, and the chaplain promises to be careful. In the
       | ward, there is a soldier in white with two useless legs and two
       | useless arms, and a colonel with a vortex of specialists trying
       | to determine what is wrong with him. The woman with curly ash-
       | blond hair visits him every day. Eventually, the patients start
       | to leave the hospital, and Yossarian tells the doctors that his
       | pain has gone away.
        
       | alexashka wrote:
       | When I link it to a well known piece of text, does it go to its
       | wikipedia page (or something of the sort) and summarize _that_ ,
       | instead of analyzing the actual text?
       | 
       | For example I linked to Thus Spoke Zarathustra by Nietzsche - I
       | got a summary that highly resembles something a wiki page would
       | say about the text and quite unlike what I'd expect from reading
       | the text itself.
       | 
       | I've gotten a very similar feeling giving it Plato's Republic.
       | 
       | Update: I've linked it to The Idiot by Dostoevsky and it didn't
       | do well at all. Strange piece of technology - reminiscent of
       | ChatGPT.
        
       | mofreelumch wrote:
       | Summarized a little-known record label, and even seems to have
       | inferred some of the label's ethics. There are a couple goofs
       | from parsing the bandcamp page (the label offers "download help"
       | and some goofs where album titles are listed as artists, but
       | generally quite impressive:
       | 
       | Fire Is Free is a transient private press bedroom label for
       | psychedelic space-noise drones and other music. It features a
       | variety of artists, such as Hlmn, Agreeable Goldmines,
       | Versioning, A Beamed Gelling Rose, and more. The label offers
       | streaming and download help, and all of its music is copyright-
       | free. It is an interesting example of a DIY label that is
       | dedicated to creating and sharing music without any restrictions.
       | The label's catalogue includes a variety of genres, from ambient
       | and dub to acid and noise, making it a great resource for fans of
       | experimental music.
        
       | deviner wrote:
       | doesn't work on my articles
        
       | simonebrunozzi wrote:
       | Quite useful IMHO to summarize some Hacker News posts, here's an
       | example [0].
       | 
       | Funny story: I tried to build something like this years ago,
       | called MNMN, guessing that AI would have eventually be able to do
       | the summarizes well enough. [1]
       | 
       | The name was a play on the song "Manamana".
       | 
       | [0]:
       | https://labs.kagi.com/ai/sum?url=https://plei.one/blog/flutt...
       | 
       | [1]: https://github.com/simonebrunozzi/MNMN
        
         | Gys wrote:
         | The song being https://m.youtube.com/watch?v=8N_tupPBtWQ ?
         | 
         | It surely reminded me of that one!
        
           | simonebrunozzi wrote:
           | Yes! Even better, this [0]. Elio is a famous Italian singer.
           | 
           | [0]: https://www.youtube.com/watch?v=5dN0EYphtA0
        
             | Gys wrote:
             | Great! Thank you!
        
       | causality0 wrote:
       | I fed it The Last Question. While the resulting summary is
       | impressive, I suspect there may be some cheating/plagiarism going
       | on because it includes commentary with no origin in the text.
       | 
       |  _The Last Question is a science fiction short story by Isaac
       | Asimov about two attendants of Multivac, a giant computer, who
       | make a bet over highballs. The question they ask is whether
       | mankind will ever be able to restore the sun to its full
       | youthfulness even after it had died of old age. The story follows
       | the question through the centuries as mankind develops
       | interstellar travel and builds a better and more intricate
       | computer, the Universal AC. In the end, the Universal AC is
       | unable to answer the question due to insufficient data, but it is
       | able to demonstrate the answer, restoring the Universe from
       | chaos. This story is a fascinating exploration of the power of
       | technology and the limits of human knowledge._
        
         | anyfoo wrote:
         | It's interesting. Feels like an answer that someone who didn't
         | know about, or not understand, the concepts of the story
         | (mostly entropy) would give.
        
       | fassssst wrote:
       | It works on Amazon product pages and news home pages. Wow.
        
       | nxpnsv wrote:
       | I tried it to summarise some of my own blogs posts, it is pretty
       | good. Sometimes the summary makes the same point several times,
       | and its tendency to insert content not in the source material
       | makes it hard to trust.
        
       | version_five wrote:
       | I pay for Kagi search. This doesn't interest me in the least.
       | They have been breaking down the costs of running their business
       | and justifying their prices, which I'm cool with. If it turns out
       | I'm paying to subsidize this kind of thing, it's not going to
       | work for me anymore.
       | 
       | (I don't mean to say it's bad or anything, just I don't care
       | about it. It's an interesting downside of a paid business model.
       | Google can do whatever because it's all "free" but presumably
       | paying customers care more about not paying for a bunch of stuff
       | they don't want)
        
         | yunwal wrote:
         | Seems weird as a customer of a search engine to not care about
         | an innovation that's so tightly related to search. The ability
         | to accurately synthesize information is something that will
         | almost definitely be used to improve results and UI of the main
         | search product.
        
         | [deleted]
        
         | Xeophon wrote:
         | Im on the opposite site: Currently, I do not use Kagi. Such
         | features would convince me to switch (and therefore, pay).
        
         | GaggiX wrote:
         | I do not pay for the Kagi search engine, but it is quite
         | obvious to me that this powerful summarizer will greatly help
         | the search engine, which will soon be able to easily index
         | videos, pdfs, books, etc. and extract the most relevant content
         | from it with ease.
        
         | mberning wrote:
         | I don't know why. Most businesses work on projects that are not
         | strictly related to the core product. Imagine how much cheaper
         | your iPhone would be if you weren't subsidizing apple car,
         | augmented reality research, etc.
        
           | duckmysick wrote:
           | I imagine an iPhone wouldn't exist if its research wasn't
           | subsidized with Macs or iPads earlier.
        
         | marginalia_nu wrote:
         | Figuring out what a document is about is one of the most
         | central problems in building a search engine. Being able to
         | regurgitate it in a way that makes sense to humans is just a
         | nice benefit.
        
         | dimgl wrote:
         | Would you recommend Kagi search to look up software dev?
        
         | sorry_i_lisp wrote:
         | I also pay for Kagi search and have a usage value of ~55% from
         | what I pay and I'm fine with experiments.
        
           | billbrown wrote:
           | Oof, that inspired me to check and mine's at 17%. I'm fine
           | with experiments, too. (It reminds me of the old Google Labs
           | part of search.)
        
           | version_five wrote:
           | Right, maybe I should have framed my comment a bit
           | differently: this is not core functionality I would pay for.
           | 
           | Experiments are cool and it would be dumb to make suggestions
           | about how they do R&D. I was more reacting to the thought
           | that this would become part of the product offering.
        
       | qxxx wrote:
       | this is really awesome. Especially for people who are dyslexic or
       | can't concentrate for a while by reading longer texts. At least
       | they will know what the article is about. I also like the "key
       | points" button.
        
       | soferio wrote:
       | I just tested it on the full text of a legal case in which I was
       | involved (as a lawyer). It prepared a superb summary. But then I
       | tested it on a second, more complex, case, and it did an average
       | job.
        
       | readonthegoapp wrote:
       | I tried an article and it said article not ready yet.
        
         | readonthegoapp wrote:
         | > No matter how hard you try, you will never see any ads in
         | Kagi!
         | 
         | famous last words. :-/
        
       | ume wrote:
       | Ouch! Horribly wrong on https://www.agedfish.com/blog/meiwaku-
       | and-the-brompton-bell....
       | 
       | Maybe the Star Wars reference threw it.
        
       | mkaic wrote:
       | This is nothing short of remarkable! The video summary in
       | particular feels like magic. I am exceptionally eager to learn
       | more about their datasets, model architecture, and training
       | process.
        
       | pyjarrett wrote:
       | I signed up for Kagi last month, and haven't used another search
       | engine since.
       | 
       | I've already gotten my money back in time savings from good
       | search results, I didn't realize they were also working on other
       | valuable things like this as well.
        
       | breck wrote:
       | This is really good. Well done!
        
       | [deleted]
        
       | youssefabdelm wrote:
       | PLEASE make this work with question answering
        
         | freediver wrote:
         | Funny that you mention it, as that is exactly what we have been
         | working on :)
         | 
         | It is not publicly linkable but we demoed this in our Discord
         | few days ago (check #ai channel)
         | 
         | https://kagi.com/discord
        
       | ReallyOldLurker wrote:
       | Awesome - I went to Project Gutenberg, picked a title that I was
       | curious about but for which the Bibliographic Record does not
       | have a description. Gave the Kagi Summarizer the URL to the HTML
       | version of the book and got a good description. Finally a way to
       | make my book browsing easier!!!
       | 
       | I wonder if the summarizer's summary can be added to the Project
       | Gutenberg Bibliographic Record?
        
       | TradingPlaces wrote:
       | So far pretty good. I am a Kagi Search subscriber, and they keep
       | surprising me to the upside.
       | 
       | Jerome Powell's press conference
       | https://www.federalreserve.gov/mediacenter/files/FOMCprescon...
       | 
       | At a press conference on February 1, 2023, Chair Powell of the
       | Federal Open Market Committee (FOMC) discussed the FOMC's
       | decision to raise the policy interest rate by 25 basis points.
       | Powell noted that recent indicators point to modest growth of
       | spending and production this quarter, and that job gains have
       | been robust, with employment rising by an average of 247,000 jobs
       | per month over the last three months. He also noted that total
       | PCE prices rose 5.0 percent over the 12 months ending in
       | December, and that core PCE prices rose 4.0 percent. Powell
       | emphasized that the FOMC is strongly committed to returning
       | inflation to its 2 percent objective, and that the Committee
       | decided to raise interest rates by 25 basis points today in order
       | to assess the economy's progress toward its goals. He also noted
       | that the FOMC is carefully watching the economy and inflation,
       | and that it is important that overall financial conditions
       | continue to reflect the policy restraint that is being put in
       | place in order to bring inflation down to 2 percent. Powell
       | concluded that his base case is that the economy can return to 2
       | percent inflation without a significant downturn or increase in
       | unemployment.
        
       | hoofedear wrote:
       | I tried this with a random Magic the Gathering card:
       | https://labs.kagi.com/ai/sum?url=https://scryfall.com/card/m...
       | 
       | > Jubilant Mascot is a 1/1 creature with an ability that allows
       | you to pay {3}{W} at the beginning of combat on your turn to
       | support two other target creatures. This means that you can put a
       | +1/+1 counter on each of up to two other target creatures.
       | Support can target a creature another player controls, and
       | multiple abilities can target the same creature. If some, but not
       | all, targets for a spell become illegal, the remaining targets
       | are affected as appropriate. It is interesting to note that
       | Jubilant Mascot is legal in Legacy, but not in Modern or
       | Historic.
       | 
       | Pretty neat how it picked out an interesting fact about the cards
       | legality. And it seems to handle parsing what a keyword does.
       | 
       | Very cool stuff!
        
         | probably_wrong wrote:
         | > _Pretty neat how it picked out an interesting fact about the
         | cards legality_
         | 
         | Based on my experiments plus some of the comments here it looks
         | as if the intro "It is interesting to note" happens quite
         | often.
         | 
         | My guess is that it finds a main thread, keeps it in the
         | summarization, and then adds the nearest outlier as
         | "interesting fact".
        
       ___________________________________________________________________
       (page generated 2023-02-04 23:02 UTC)