[HN Gopher] Google to invest up to $2B in Anthropic
       ___________________________________________________________________
        
       Google to invest up to $2B in Anthropic
        
       Author : fofoz
       Score  : 374 points
       Date   : 2023-10-28 08:24 UTC (14 hours ago)
        
 (HTM) web link (www.reuters.com)
 (TXT) w3m dump (www.reuters.com)
        
       | siquick wrote:
       | Seems like an odd thing to do when all we've been hearing about
       | for the last 10 years is how great Google's AI capabilities are
       | ("but you're not allowed to actually see or use them") - even
       | more so when Amazon just invested $1.5B in Anthropic a few weeks
       | ago.
        
         | arkitaip wrote:
         | I think their primary goal is to make life difficult for OpenAI
         | by investing in a competent competitor that brings a level of
         | agility that Google just can't deliver.
        
         | ritabratamaiti wrote:
         | Speculating... but maybe Anthropic is about to come up with
         | something big
        
           | refulgentis wrote:
           | Nope
        
             | edgyquant wrote:
             | Can you maybe elaborate since you're clearly in the know?
        
         | tjpnz wrote:
         | Simplest explanation is it was all PR hype.
        
           | schleck8 wrote:
           | You are telling me Google Assistant and Alexa aren't sentient
           | ASI?
        
             | refulgentis wrote:
             | Let's not flatten the differences between ChatGPT and those
             | (your humble source worked on Google Assistant and
             | appreciates your kindness)
        
           | yreg wrote:
           | But Google did discover the tech the current AI craze is
           | based on.
        
             | m00x wrote:
             | Doesn't mean they know how to make it into a product.
        
               | tjpnz wrote:
               | A common failure mode for startups and a reminder of how
               | universal those lessons are. Whether it would be the
               | death knell of Google we'll have to wait a bit longer.
        
               | sangnoir wrote:
               | > Whether it would be the death knell of Google we'll
               | have to wait a bit longer.
               | 
               | I don't understand the trope on HN that OpenAI is a
               | competitor to Google. I do not think Google has the
               | appetite or DNA to be purely an AI API vendor; I don't
               | think selling APIs is as profitable as Google current
               | business. Google investing in Anthropic is a good, cheap
               | hedge against the low-probability (IMO) event that LLMs
               | somehow displace the search results page and display ads.
        
               | yreg wrote:
               | Still not just "PR hype".
        
             | pzo wrote:
             | xerox as well invented computer mouse and GUI as we know
             | it.
        
               | yreg wrote:
               | And you wouldn't accuse Xerox of doing "PR hype". Xerox
               | did the exact opposite thing, they had not realized the
               | value of research done in PARC.
        
           | billythemaniam wrote:
           | Google engineers invented most of the primary innovations in
           | NLP in the last decade, such as transformers and word2vec
           | which started it all, that led to the current stack that
           | OpenAI is built on. Their best public models certainly lag
           | OpenAI, but it certainly isn't vaporware.
        
             | m00x wrote:
             | Researchers, not engineers.
        
               | Der_Einzige wrote:
               | Researchers are engineers in most industry jobs
        
           | fidotron wrote:
           | The simplest is Google's caste of middle managers are more
           | obstructive to the company than enabling it.
        
             | strangesmells02 wrote:
             | Caste is an accurate word to describe it.
        
               | typon wrote:
               | ouch
        
         | dragonwriter wrote:
         | Anthropic, like OpenAI, has a big lead in Google in terms of
         | productization, but lags behind OpenAI in visibility, posing a
         | big risk of OpenAI getting so much mindshare that even if
         | Google were to catch up in productization, everyone in the
         | market would already be tied ti what was visibly the only game
         | in town.
         | 
         | Helping fund Anthropic and assuring that there is visible
         | competition also makes it more likely that LLM-backend-agnostic
         | services will exist and a culture of evaluating offerings
         | rather than just automatically going to OpenAI is established,
         | which puts Google in a better position if they really are ahead
         | in basic science and just suffering from a past lack of
         | commeecialization focus that is remedied by the recent reorg
         | and refocusing of Google's AI efforts.
         | 
         | (Also, it may help avoid the situation where Google's lack of
         | product and and the financial relationship between other cloud
         | providers and the AI vendors that have competitive product
         | means that Azure is the favored enterprise platform for OpenAI,
         | Amazon works out something similar with Anthropic, and Google
         | Cloud loses competitive position because Google AI isn't
         | competitive and Google doesn't have the right partnerships.)
        
           | infecto wrote:
           | Anthropic lacks more than visibility. I don't know if it's an
           | issue with compute or leadership but it's been really
           | difficult getting access. Of course I guess you can run it on
           | bedrock now? I signed for api access on Anthropics site maybe
           | 6 months ago. Never any follow up, not even to tell me I can
           | use bedrock to run it.
        
             | jasondclinton wrote:
             | Not sure how this happened, really sorry that this happened
             | to you. Please reach out again, we've gotten through all of
             | our backlog.
        
         | lvl102 wrote:
         | It could very well be that they lost the talent.
        
           | visarga wrote:
           | They lost most of top talent, it is their people who created
           | OpenAI and Anthropic.
        
         | zooq_ai wrote:
         | Google Cloud and Google DeepMind have different goals.
         | 
         | The goal of Cloud is to sell as much compute as possible to the
         | rest of the world. So, they want as many foundational models
         | that are running on their cloud.
         | 
         | Since OpenAI is married to Azure, Google and Amazon are trying
         | hard to get the remaining. Of course GCP can just bet on
         | Gemini, but if you are the head of GCP you wouldn't put all
         | your eggs in one basket. I mean the essence of cloud is
         | redundancy and load distribution. It applies to business
         | strategies too
        
           | Yoric wrote:
           | Interesting take.
           | 
           | I was analyzing this as not putting all your eggs in one
           | basket in terms of AI capabilities, but you are right that
           | it's probably also true in terms of cloud sales.
        
         | kromem wrote:
         | They are keeping the landscape from becoming too centralized
         | around another direct competitor.
         | 
         | Open AI is now basically Microsoft. Copilot in all your docs,
         | etc.
         | 
         | If only Amazon was the large investor in Anthropic it
         | encourages a similar exclusive partnership to develop where
         | Anthropic ends up powering Alexa with proprietary access to its
         | SotA models.
         | 
         | Google throwing money that way keeps Anthropic from becoming
         | too siloed into a partnership with one cloud direct competitor,
         | and also helps fund another competitor to the company in the
         | lead who is partnered with a different cloud direct competitor.
         | 
         | I wouldn't read into it beyond that, and certainly not in
         | thinking this reflects product shortcomings or advantages.
        
         | TuringNYC wrote:
         | 1. OpenAI is too large a supplier for LLMs, and they are trying
         | to create supplier diversity
         | 
         | 2. $2B is a drop in the bucket for Google. Even after the
         | severe fall this month, the Google Market Cap is $1.536
         | Trillion. Consider the investment as a % of market cap
         | 
         | 3. It is undeniable that small players can move fast, so even
         | if Google's AI is amazing, the slope is probably not as high as
         | a fast moving startup
         | 
         | 4. These products have 2nd order revenue boosters -- you might
         | use Anthropic's marketplace app, as a theoretical example, but
         | you end up spending much more on compute/storage/cloud in doing
         | so, helping the cloud majors
        
           | HNDen21 wrote:
           | I would not consider the investment as a % of market cap
           | since Google doesn't own all that market cap... I would
           | consider the non float shares + short term investments + cash
           | on hand or Revenue/Profit better
        
             | WrongAssumption wrote:
             | Not seeing how that distinction matters. Google's owners
             | (shareholders) do own all that. And google represents the
             | collective financial interests of the shareholders.
        
               | staticman2 wrote:
               | Google's shareholders own stock. Nothing more nothing
               | less.
        
             | sangnoir wrote:
             | > I would not consider the investment as a % of market cap
             | since Google doesn't own all that market cap.
             | 
             | Market cap does matter because you can use it to gauge how
             | easily Google could hypothetically raise the same amount[1]
             | by issuing additional shares without a shareholder revolt.
             | 
             | 1. Or complete an all-stock deal or acquisition.
        
         | state_less wrote:
         | It's not odd, this is how big capital extends itself into the
         | future. Alphabet and Amazon are giant tech conglomerates that
         | have been doing this for years. Alphabet bought Youtube,
         | Android, DoubleClick, DeepMind, Maps, etc. Plenty of things,
         | and maybe the best things people think of when they think of
         | Google are actually bought from the marketplace and integrated
         | into the giant.
         | 
         | They buy whatever they want that might help their cause. This
         | quarter alone Alphabet's free cash flow is $22B. This is a
         | small bet for them. Why wouldn't they spend a small fraction in
         | a key area for them?
        
           | ilrwbwrkhv wrote:
           | And that is why they should have been broken up many years
           | ago. The lack of teeth of us anti competitive laws goes
           | against capitalism.
        
             | Yoric wrote:
             | I don't feel that capitalism is an end to be pursued, but I
             | agree that these conglomerates should be broken, for the
             | sake of avoiding irreversible concentration of power.
        
               | naillo wrote:
               | Not really irreversible unless they get a monopoly on
               | violence, so as long as the overton window from the
               | publics perspective shifts dominantly towards breaking
               | them up in the future we'll be able to get a better
               | situation.
        
               | actionfromafar wrote:
               | When you can reliably tell they have a monopoly on
               | violence, it's far to late to do something about it.
               | 
               | However, Very Bad Things(tm) can happen long before they
               | have monopoly on violence. And violence where? Large
               | companies operate in weak jurisdictions, not only in
               | their home states of Maryland and Ireland.
        
               | brookst wrote:
               | Maybe propose an alternate system that is 100% free from
               | any similar hypothetical future abuse?
        
               | jondwillis wrote:
               | Did you mean Delaware instead of Maryland?
        
               | troyvit wrote:
               | They (search, social media, advertising companies) are
               | gaining a monopoly on truth. With that they indirectly
               | control the government, which is the one with the
               | monopoly on violence.
        
               | kjkjadksj wrote:
               | You are never given the real truth in the media. There's
               | never been an incentive for that.
        
               | Yoric wrote:
               | To emphasize, all human productions are biased, that's
               | human nature, and news media are not exempt, despite many
               | outlets making serious attempts to produce unbiased news.
               | 
               | Part of the job of being a consumer of media is
               | understanding the bias of what we're consuming,
               | determining whether it skews the news, and possibly
               | counter-balancing by consuming other media with different
               | bias. And yes, it's lots of work and most people aren't
               | willing to spend the time doing that.
        
               | Yoric wrote:
               | Well, historically, there have been a number of companies
               | with the right to violence. The East Indies and West
               | Indies Companies, for instance, or more recently United
               | Fruit. I haven't bothered to check, but I'd be surprised
               | if Big Oil didn't have mercenaries on call in hot zones,
               | with little to no oversight.
               | 
               | Nobody (company, nation or gang) needs a _monopoly_ on
               | violence to become dangerous.
        
               | Jensson wrote:
               | Those companies didn't have the right to violence in
               | their home countries, they waged wars in other countries
               | instead. Companies overthrowing their home country hasn't
               | really been a thing.
        
               | Yoric wrote:
               | True. However, please don't forget that the conglomerates
               | being discussed initially do exist and have considerable
               | influence in other countries than the US, so my remark
               | remains :)
               | 
               | Also, the Medici family was initially a wool company,
               | then grabbed power in their homeland, kept it for about
               | three centuries and somewhere along the way produced
               | descendants that ruled over much of Europe. Similarly,
               | the fascist uprising that gave power to Franco over Spain
               | was largely privately funded by a bank [1] and I seem to
               | remember that the German Nazi party was largely funded by
               | industrialists and bankers [2] until reached power.
               | 
               | So, I'd say that companies overthrowing their home
               | country's government has unfortunately been a thing for
               | quite some time.
               | 
               | [1] https://en.wikipedia.org/wiki/Juan_March
               | 
               | [2] https://www.bibliotecapleyades.net/sociopolitica/wall
               | _street...
        
               | nomel wrote:
               | > for the sake of avoiding irreversible concentration of
               | power
               | 
               | In the context of capitalism, it's for the same reasons.
        
             | calderknight wrote:
             | hmmm isn't it just exactly capitalism? and government
             | intervening would maybe be against capitalism?
        
             | jdgoesmarching wrote:
             | What. Deploying capital to make investments is the central
             | conceit of capitalism. It's right there on the tin.
        
             | treprinum wrote:
             | Those parts would still end up bought by Blackrock,
             | Vanguard or whatever index fund is in fashion and steered
             | by these funds that have the easiest business model but no
             | capacity to innovate.
        
               | malwarebytess wrote:
               | Then maybe funds like Blackrock, Vanguard, should be
               | dismantled as well.
        
               | jeffbee wrote:
               | Why? "Owned by Vanguard" is the closest possible thing to
               | "owned by the American public". What do you think
               | Vanguard is and where do you think their money comes
               | from?
        
               | peyton wrote:
               | Downvoting because parent is clearly referring to corp
               | gov activities and it's insulting to insinuate they don't
               | know what an asset manager is.
        
               | RandomLensman wrote:
               | Everyone should be their own asset manager? The
               | devolution of voting has already started, so not sure
               | that direction has much merit.
        
               | treprinum wrote:
               | Maybe just restrict index funds from interfering with
               | whatever business they own? Index funds are ultimately a
               | dumb momentum-based business model that just buys
               | whatever companies are doing well at the moment and sells
               | whichever aren't, but bear no risk themselves outside the
               | economy shrinking. Not sure why they should have any say
               | in how the companies they own operate, it seems like a
               | complete competence mismatch (dumb ones with little risk
               | controlling the smart ones with the skin in the game).
        
           | bushbaba wrote:
           | This is by no means a small bet.
        
             | hipadev23 wrote:
             | Google is sitting on $120B in cash.
             | 
             | https://finance.yahoo.com/quote/GOOGL/balance-sheet?p=GOOGL
        
               | eldritch_4ier wrote:
               | Maybe it's semantics, but generally with fund allocation
               | when you're deploying more than 1% of your AUM towards a
               | single thesis that's a significant bet.
        
               | n2d4 wrote:
               | The closest equivalent to "AUM" for a company like that
               | would be the market capitalization, not cash reserves, so
               | over 1.5 trillion.
               | 
               | Then again, shareholders usually have less risk tolerance
               | with companies than investors with hedge funds, so the
               | two aren't really comparable either. (But I assume your
               | 1% number is for more risk-averse funds? Hedge funds
               | regularly make much bigger bets than that)
        
               | FieryTransition wrote:
               | Maybe someone can explain this, because I never
               | understood it. When a company sits on so much cash, I
               | guess it doesn't mean cash which is liquid, but rather a
               | variety of assets, right?
               | 
               | So when they just have to pull x billions out, it's not
               | just liquid assets, but they will have stage and sell
               | assets representing those funds.
               | 
               | So since it's not just cash, how does a company of this
               | size, then determine what assets to sell? And if those
               | assets are actually invested in something, or
               | representing an entity of some sorts, how do they assess
               | whether or not it will cause any damage or loss of
               | profitability? The crux is, is the risk two fold? First
               | let go of whatever the assets were invested in (one), and
               | then buy a new company and hope it has ROI (two).
               | 
               | Or is it actually possible to have 1.5 billion dollars
               | laying around in cash somehow? I know money is a made up
               | idea, but that is still a big number for a
               | bank/banks/asset holding company to just say good for and
               | expect some kind of real monetary tangible value behind
               | the symbolic currency.
        
               | KptMarchewa wrote:
               | >Or is it actually possible to have 1.5 billion dollars
               | laying around in cash somehow?
               | 
               | Yes. 1.5 billion is less than Google's weekly operating
               | expense.
               | 
               | >So since it's not just cash, how does a company of this
               | size, then determine what assets to sell? And if those
               | assets are actually invested in something, or
               | representing an entity of some sorts, how do they assess
               | whether or not it will cause any damage or loss of
               | profitability?
               | 
               | There's a lot of smart people under CFO that determine
               | that.
        
               | matthewdgreen wrote:
               | It's described in various articles as $121bn of cash,
               | cash equivalents (debt instruments and marketable
               | securities with maturities of < 90 days) and other short-
               | term investments (which I think includes government
               | bonds.) Short term investments make up more than 80% of
               | it.
        
               | dmoy wrote:
               | > When a company sits on so much cash, I guess it doesn't
               | mean cash which is liquid, but rather a variety of
               | assets, right?
               | 
               | Cash is a very specific thing on a balance sheet. It has
               | to be cash or very close to cash. "Equivalent", something
               | like a <90d treasury that has virtually zero interest
               | rate risk.
               | 
               | So when someone says "Google has 100B cash" it would mean
               | literally cash or close enough to cash that it doesn't
               | matter.
               | 
               | You'll note, if you read the 10Q, it's also wrong. Google
               | has 30B in cash and cash equivalents, and an additional
               | 90B in marketable securities - stocks, and bonds with
               | >90d maturity.
               | 
               | That said, "marketable securities" are extremely liquid.
               | 
               | > Or is it actually possible to have 1.5 billion dollars
               | laying around in cash somehow?
               | 
               | Yes? Depending on what you mean by "laying around in
               | cash". It's not literal physical dollar bills, it's
               | numbers in a computer.
               | 
               | 1.5B is not much for a company that size. I'd image that
               | is payroll and accounts payable for like a week or two?
               | 
               | > I know money is a made up idea, but that is still a big
               | number for a bank/banks/asset holding company to just say
               | good for and expect some kind of real monetary tangible
               | value behind the symbolic currency.
               | 
               | Bank of America alone has like 2 trillion in US deposits.
        
               | jungturk wrote:
               | Most larger companies will use treasury management
               | software within their finance organization to handle
               | these issues (asset mix, risk, prediction, transfer,
               | etc...).
               | 
               | Scanning the players will show you how some of them solve
               | some of the problems you mention.
               | 
               | https://en.wikipedia.org/wiki/Treasury_management_system
        
               | bakuninsbart wrote:
               | Alphabet has 190k employees. Let's assume the average
               | salary is 5k/month, that's already close to a billion
               | just going to employees accounts each month.
        
           | fauigerzigerk wrote:
           | But this investment seems different from all the other ones
           | as Google isn't actually taking over Anthropic. Amazon is an
           | even larger shareholder and I think Anthropic has made a
           | commitment to prioritise AWS. So what is Google trying to do
           | here? Offer Anthropic to GCP customers as yet another option?
        
             | TeMPOraL wrote:
             | Enemy of my enemy? Google and Microsoft have much greater
             | competitive surface area than either of them have with
             | Amazon. It would make sense for G and A to both prop up an
             | alternative to OpenAI. If Google could integrate quality
             | LLMs into their assistant, that would boost their position
             | relative to Apple too.
        
               | fauigerzigerk wrote:
               | That would make sense if Google didn't have its own AI
               | offering and research that is supposed to be first rate
               | and a strategic priority of the company.
               | 
               | Of course Google would prefer Anthropic to beat (or at
               | least be competitive with) OpenAI, but only if they can't
               | do it themselves.
               | 
               | Has Google management lost confidence in its own AI
               | capability? Or are there so many leading AI researchers
               | that refuse to work for Google?
               | 
               | To me this looks like Google could be in big trouble.
        
               | mattnewton wrote:
               | Google has astronomical sums of cash and so many hands
               | that the left hand often doesn't know what the hundreds
               | of right hands know. My point is $2B can be considered a
               | side bet to make sure if their own efforts fail there is
               | a serious competitor to open ai to buy or license by
               | finance people without knowledge of how their own
               | internal modeling efforts are going.
        
               | fauigerzigerk wrote:
               | _>...a side bet to make sure if their own efforts fail
               | there is a serious competitor..._
               | 
               | My point is that this is not how a healthy company can
               | think about its most strategic activities. This sort of
               | failure is not something you can hedge against.
               | 
               | It's like Apple hedging against the risk of failing to
               | keep iPhone competitive by investing in some other device
               | maker that might be able to compete with Samsung.
        
               | mattnewton wrote:
               | I don't think it's anything like that example, google is
               | an advertising conglomerate not an LLM api company.
               | Anthropic is like a camera company when apple first
               | started making phones in your analogy. Going to become a
               | very important feature to be sure, but not a competing
               | device maker.
               | 
               | By failure I don't mean they can't make an LLM product, I
               | mean the LLM product doesn't have majority market share
               | to be used as an ad surface (or other monetization
               | strategy). That's only partly dependent on their research
               | and modeling efforts. The revenues they could make from
               | an LLM api business are too small to register for them
               | right now, the market share and product work is also
               | important.
        
               | fauigerzigerk wrote:
               | I disagree. Google's entire advertising business depends
               | on them being the best at "organising the world's
               | information". (Apple says Google is the best, so it must
               | be true, right? :)
               | 
               | If Google fails to compete in AI, they will lose search
               | and some competitor will siphon off all their advertisig
               | revenue.
               | 
               | This is all coinciding with regulators taking a closer
               | look at all the other ways in which Google protects its
               | search monopoly. You know, the ones that are not so much
               | based on merit.
               | 
               | Google is at risk of losing both its technology
               | leadership and its grip on distribution channels at the
               | same time.
        
               | mattnewton wrote:
               | I don't see the risk at all. Google has a LLM product
               | with much more reach and better monetization than
               | anthropic already. If you think the DOJ is going to break
               | up google or otherwise destroy their market share in
               | search that's another story altogether, but if they keep
               | it they'll be well positioned to make a lot of money
               | buying anthropic and getting their models onto their
               | infrastructure and in their channels. It'd be like buying
               | YouTube, which had absolutely nothing to do with needing
               | their video hosting infrastructure but because they were
               | winning market share with their product decisions.
        
               | Jensson wrote:
               | Google isn't a focused company, they typically run many
               | parallel bets that often competes with each other. See
               | all their chat apps etc. Betting both on an inhouse and
               | an external solution is normal for them.
        
               | fauigerzigerk wrote:
               | Name one other example of Google betting on an external
               | solution in a key strategic area where that bet is a
               | minority interest in a company co-owned by a big
               | competitor.
        
               | Jensson wrote:
               | Google invested in Anthropic before Amazon did, so not
               | sure what you mean. This is just Google strengthening
               | their bet.
               | 
               | You should first ask yourself why Amazon became a
               | minority shareholder in a company already invested in by
               | Google.
        
               | fauigerzigerk wrote:
               | It makes far more sense for Amazon to prop up an OpenAI
               | competitor to secure access to state of the art models
               | for AWS. Amazon doesn't compete on excelling in AI.
        
               | Jensson wrote:
               | AWS and Google Cloud invested in it for exactly the same
               | reason, to enlarge their cloud businesses. Googles
               | previous investment came with a cloud partnership, then
               | AWS also gave them a cloud partnership, and now Google
               | strengthened their cloud partnership to ensure AWS
               | doesn't take it all.
               | 
               | So this bet doesn't have anything to do with AI, it is a
               | competition between AWS and Google cloud. They are
               | competing over who gets to sell shovels in a gold rush.
        
               | fauigerzigerk wrote:
               | This makes absolute sense when looking at GCP and AWS in
               | isolation.
               | 
               | But Google is at the same time propping up a competitor
               | while Amazon is propping up a purely complementary
               | service.
        
               | Jensson wrote:
               | But Google is very fragmented as I said, what cloud does
               | has little to do with what other parts of Google does.
               | This investment makes sense for cloud so they make it. It
               | is a weakness and a strength of the company, Amazon is
               | much more top down and that leads to other problems.
        
               | dageshi wrote:
               | Google probably knows how to do pretty good AI powered
               | replacement search.
               | 
               | It doesn't know how to keep new information flowing into
               | the AI.
               | 
               | If AI replaces the need to visit the original website and
               | everyone just stays on google.com then a great deal of
               | the web will just stop being updated because nobody is
               | reading it and nobody will read it.
               | 
               | That's googles problem. Frankly it's a problem for every
               | company who wants to try and supplant google search with
               | AI.
        
             | seanmcdirmid wrote:
             | Money shouldn't sit around? It should be invested to make
             | more money. Perhaps Google just thought this was a good
             | investment that would likely provide a good return? It
             | wouldn't be the first time a company did that.
        
           | Mistletoe wrote:
           | Do you ever think how much better the world would be off if
           | Alphabet wasn't allowed to buy all those things? I do.
           | Antitrust has to come back in a big way.
        
         | SanderNL wrote:
         | This is the only thing they _can_ do. They don't produce
         | anything. They buy. Their AI is a joke and all they earn money
         | on is ads. MS is beating them on the AI front, hard, and they
         | have multiple interesting avenues like having an actual OS,
         | basically all the world's code and all the world's business.
         | 
         | 2B is too little too late as well. It's almost embarrassing. MS
         | dumped 10B into OpenAI. 2B is a lukewarm, visionless move.
        
           | edgyquant wrote:
           | I don't think 2B is too little. Anthropic already has a
           | competitive LLM they lack a competitive dataset I think and
           | need to scale. 2B can allow them to do this. I don't know
           | that Google wants Claude to be theirs they just don't want
           | Microsoft to own the generative AI market
        
           | _cs2017_ wrote:
           | Why do you say that MS beating Google on AI? OpenAI is not
           | part of MS (49% ownership is nice but it doesn't give MS
           | control of the company). MS by itself doesn't own any of
           | foundational models competitive with Google. MS has a solid
           | AI research team, but it's not ahead of Google DeepMind.
           | Microsoft Azure beats Google Cloud, but I don't think you
           | count GPU rentals as AI?
           | 
           | If MS actually bought OpenAI, it would be a different story.
        
           | visarga wrote:
           | Looks like Google has better hardware for AI than anyone
           | else, and they are the only company having both AI research
           | and AI hardware. OpenAI+Microsoft and Anthropic+Amazon are
           | much less integrated, working at arms length.
           | 
           | > Google will have multiple very large clusters across their
           | infrastructure for training and by far the lowest cost per
           | inference, but this won't automatically grant them the keys
           | to the kingdom. If the battle is just access to compute
           | resources, Google would crush both OpenAI and Anthropic.
           | 
           | > Being "GPU-rich" alone does not mean the battle is over.
           | Google will have multiple different clusters larger than
           | their competitors, so they can afford to make mistakes with
           | pretraining and trying more differing architectures. What
           | OpenAI and Anthropic lack in compute, they have to make up in
           | research efficiency, focus, and execution.
           | 
           | https://www.semianalysis.com/p/amazon-anthropic-poison-
           | pill-...
        
             | buildbot wrote:
             | AWS has trainwave, which is less off the ground that TPUs
             | but does exist.
        
             | pzo wrote:
             | > Looks like Google has better hardware for AI than anyone
             | else, and they are the only company having both AI research
             | and AI hardware
             | 
             | On top of that they have lots of training data: youtube,
             | gmail, google docs, google drive, indexed www for google
             | search, lots of data from those fancy cars driving around
             | for google street project and probably still some data from
             | google+
        
         | makestuff wrote:
         | In addition to what others have said about them having so much
         | capital to invest, another angle is that AI is a hot topic
         | right now. It is a much worse PR headline for it to come out
         | that Google's AI did something bad. If a headline comes out
         | that Anthropic's model did something bad, very few people will
         | connect the dots to Anthropic's investors.
        
         | ta988 wrote:
         | They are starting to let people try their "capabilities" and it
         | isnt great from having tried them.
        
         | datadeft wrote:
         | It is a diversification bet I guess.
        
         | cushychicken wrote:
         | When you're pulling down $15 billion in profits a quarter, it's
         | not nuts to drop a chunk on an opportunity that might end up
         | winning the whole market.
         | 
         | Safe hedge imo.
        
         | lr1970 wrote:
         | > even more so when Amazon just invested $1.5B in Anthropic a
         | few weeks ago.
         | 
         | Amazon invested not $1.5B but $4B in Anthropic one month ago
         | [0].
         | 
         | [0] https://www.reuters.com/markets/deals/amazon-steps-up-ai-
         | rac...
        
         | modeless wrote:
         | Isn't this just laundering money into the cloud division? GOOG
         | was decimated after the last earnings call by poor cloud
         | results. This is at least a billion in revenue for Google
         | Cloud, right?
        
         | ttul wrote:
         | They are buying upside and they are funding a competitor to
         | OpenAI and Microsoft. The enemy of my enemy is my friend. There
         | are only so many groups in AI that have the chops to take on
         | OpenAI and Anthropic is one of them - if not the most
         | promising.
        
       | Karupan wrote:
       | Is this google indirectly admitting that it cannot compete in the
       | current AI landscape (e.g bard), or is it just to keep OpenAI in
       | check by funding its closest competitor?
        
         | teleforce wrote:
         | Really surprised that Google didn't outright buy OpenAI perhaps
         | the price is already too much now even for Google. Previously,
         | Google has no problem buying direct competitors to its products
         | for example Youtube and Waze.
         | 
         | ChatGPT with Bing search is just very good, intuitive and
         | convenient that I highly recommend it if you have not tried it.
         | Imagine a version of ChatGPT that has tight integration with
         | Google Search, Google Scholar, Google Patent, Google Books,
         | Google Deepmind, etc.
         | 
         | Early last year or so I've read that people were lamenting on
         | how Google at the time was struggling to monetize Deepmind
         | products and suddenly OpenAI ChatGPT 3 came and changed the
         | game forever, while the game changing algorithm is right under
         | their nose, so to speak. It's quite telling that none of the
         | original authors of the Attention paper is still with Google
         | for now.
         | 
         | To showcase the powerful nature of ChatGPT 4 with Bing search
         | I've queried where the original authors of the Attention paper
         | are working now and the answers are as follows:
         | 
         | "As of 2023, here are the current affiliations or recent
         | activities of the original authors of the "Attention is All You
         | Need" paper:
         | 
         | Ashish Vaswani: Co-Founder and Chief Scientist at Adept AI
         | 
         | Noam Shazeer: Co-founder and CEO of Character.AI
         | 
         | Niki Parmar: While there isn't specific information about Niki
         | Parmar's current affiliation, it's known that both Vaswani and
         | Parmar were authors at Google when the paper was published in
         | 2017
         | 
         | Jakob Uszkoreit: CEO and co-founder of Inceptive Nucleics, Inc
         | 
         | Llion Jones: Left Google Japan in July 2023 to launch a
         | startup, Sakana AI, alongside David Ha, the former head of
         | Google's AI research arm in Japan
         | 
         | Aidan N. Gomez: CEO & Co-founder of Cohere, a company focused
         | on Natural Language Processing (NLP)
         | 
         | Lukasz Kaiser: The search for Lukasz Kaiser's current
         | affiliation did not yield relevant results. Further research
         | may be required to find his current affiliation.
         | 
         | It's also noted that many of the co-authors have left Google to
         | start their own ventures or joined other organizations since
         | the publication of the paper."
        
           | vitus wrote:
           | > Lukasz Kaiser: The search for Lukasz Kaiser's current
           | affiliation did not yield relevant results. Further research
           | may be required to find his current affiliation.
           | 
           | The Lukasz Kaiser who's been at OpenAI since 2021?
           | 
           | https://www.linkedin.com/in/lukaszkaiser
           | 
           | I know it's popular on HN to give Google crap about having
           | bad search results these days and to use ChatGPT instead, but
           | this was literally the first Google search result for me.
           | 
           | IMO it's especially embarrassing that Bing (owned by
           | Microsoft) was unable to find Lukasz Kaiser via LinkedIn
           | (also owned by Microsoft).
           | 
           | That said: native Bing Search gets it right:
           | Lukasz Kaiser | LinkedIn              Connections: 500+
           | Followers: 5.3K         Works For: OpenAI
           | 
           | (obligatory disclaimer that Google pays me money in exchange
           | for work that has nothing to do with AI/ML, so let that
           | inform how you read my post)
        
             | vitus wrote:
             | Also: Parmar and Vaswani were cofounders of Adept in Nov
             | 2021, but have since left to found a different startup
             | around Nov 2022 per Niki's LinkedIn denoting a "Stealth"
             | startup [0] (and supported by a news article [1]).
             | 
             | I guess my point is that it's really hard to tell which
             | pieces of information are correct vs outdated vs outright
             | hallucinated, without doing the legwork yourself.
             | 
             | [0] https://www.linkedin.com/in/nikiparmar
             | 
             | [1] https://www.theinformation.com/briefings/two-co-
             | founders-of-...
        
             | zer0c00ler wrote:
             | Maybe it only does a certain amount of sub queries? Like a
             | DOS protection?
             | 
             | To be fair. It says research yourself and provided data for
             | most of the others saving the user enormous amount of time.
             | 
             | The genie is out of the bag.
        
           | anonylizard wrote:
           | OpenAI is $80 billion now, you want to buy it outright,
           | that's probably $100 billion. Google does not have that cash,
           | probably only Apple does, and OpenAI would not agree to any
           | 'equity' based purchase.
        
             | ilaksh wrote:
             | Google reportedly has $118 billion cash on hand. But makes
             | no sense to blow it on one company. And no way that
             | Microsoft could let it happen.
        
               | riku_iki wrote:
               | the more interesting number is $20B in net income in last
               | Q, so $80B is their annual profit.
        
             | edgyquant wrote:
             | Microsoft also owns a large percentage of it and would
             | almost certainly prevent any sale
        
             | frabcus wrote:
             | It's also not for sale - OpenAI is still owned by its non
             | profit, and Microsoft only has effectively debt equity
             | (capped profit).
        
           | bsder wrote:
           | > Early last year or so I've read that people were lamenting
           | on how Google at the time was struggling to monetize Deepmind
           | products
           | 
           | The problem was that all of the ML/AI products would _de_
           | monetize Google's flagship moneymaker.
           | 
           | Everybody is trying to use ML/AI to undo all the damage the
           | Google monopoly on search has done to the web ecosystem.
           | Microsoft is fine with this for now because Google has the
           | dominant position.
           | 
           | It is pretty clear, however, that this is not a sustainable
           | situation. At some point, people are somehow going to want to
           | turn ML/AI into cash extraction from end users. How to do
           | that isn't obvious.
        
           | andrewinardeer wrote:
           | I always assumed Google bought Waze to prevent Facebook from
           | buying it.
        
           | mrkramer wrote:
           | >Imagine a version of ChatGPT that has tight integration with
           | Google Search, Google Scholar, Google Patent, Google Books,
           | Google Deepmind, etc.
           | 
           | Google wants Google Bard to become that and use all the
           | Google's services.
        
       | jsemrau wrote:
       | I guess the main driver here is gaining control / influence ?
        
       | garblegarble wrote:
       | I can't understand the mindset of any AI researchers who stay at
       | Google at this point.
       | 
       | You're there (presumably) because you want to make an impact. You
       | gave them a massive lead with a novel approach... and Google
       | failed to capitalise on that so spectacularly that they're now
       | investing billions _into their competitor_ who 's miles ahead of
       | Google, using Google's approach, all to try and head off another
       | competitor who's miles ahead of everybody _also using Google 's
       | approach_
       | 
       | I hope that (counter to stories) they pay the researchers very
       | well, because the best result I can see is Google shutting down
       | what they can publish to try and stop this happening again.
        
         | londons_explore wrote:
         | Most researchers aren't there to make a commercial product.
         | They're there to publish well-cited research papers, talk at
         | top conferences, and have access to far more compute than
         | anyone else can offer to have the biggest chance at state-of-
         | the-art results.
         | 
         | In terms of FLOPS, Google is rumoured to be by far the biggest,
         | since they have _lots_ of their own silicon, while most other
         | people are limited by what NVidia can make or smallish amounts
         | of custom silicon.
         | 
         | If Google can't turn that into a commercial product, the
         | researchers don't really care.
        
           | garblegarble wrote:
           | >Most researchers aren't there to make a commercial product.
           | They're there to publish well-cited research papers, talk at
           | top conferences, and have access to far more compute than
           | anyone else can offer.
           | 
           | I think that's core to what I'm getting at - I don't see how
           | Google continues to let them publish core research at this
           | point given how much of a lead they've given their
           | competitors (especially combined with their own inability to
           | execute)
        
             | leereeves wrote:
             | If Google didn't let them publish, the researchers would
             | leave for sure.
        
             | aix1 wrote:
             | > I don't see how Google continues to let them publish core
             | research at this point
             | 
             | From what I hear from Google DeepMind researchers, the
             | current policies are making it very difficult to publish
             | NLP research. The barrier to disclosing research advances
             | to the wider community appears much higher than it used to
             | be.
        
           | visarga wrote:
           | > and have access to far more compute than anyone else can
           | offer to have the biggest chance at state of the art results
           | 
           | What models do they have to show after 15 years of AI
           | research? AlphaGo, AlphaFold, and that's about it. Search is
           | mediocre, translation the same, not even their OCR APIs are
           | very good.
           | 
           | On pure research they invented the transformer in 2017
           | (Vaswani) and word embeddings in 2012 (Mikolov). But
           | Microsoft invented residual connections (Kaiming He 2015)
           | which underline transformers and modern CNNs. CNNs and LSTMs
           | were invented longe before, by Yann LeCun (1989) and Jurgen
           | Schmidhuber (1997).
           | 
           | And yes, OpenAI also invented something of their own - the
           | Adam optimiser (Kingma 2015), that trains 99% of the models
           | today.
           | 
           | Hinton invented Dropout (2014) and backpropagation (1986).
        
             | londons_explore wrote:
             | They're good at research.
             | 
             | They're bad at turning the research into a product.
             | 
             | Specifically, most AI based products need to be trained on
             | user data, and Google is too scared to make any real use of
             | much user data in AI models for fear of getting sued into
             | oblivion if, for example, gmail can be tricked into writing
             | something in an email which reveals some other gmail users
             | private data.
        
               | mrkramer wrote:
               | >They're good at research. They're bad at turning the
               | research into a product.
               | 
               | Tbh, Google Lens is one of the best computer vision
               | products in the market. Generally speaking, it's hard to
               | crate a product around something that is completely new.
        
             | tempusalaria wrote:
             | OpenAI didn't even exist when Adam was invented! The
             | contact email on the paper is from 2017.
             | 
             | OpenAI has made 1 major contribution - the auto regressive
             | decoder. You could argue also their productisation of RL
             | for LLMs has been highly influential even though they
             | strictly didn't invent it.
        
               | londons_explore wrote:
               | Plus all the things they haven't yet published... there
               | must be something, because nobody has yet come close to
               | the performance of GPT-4 8 months later, despite many
               | people trying.
        
               | tempusalaria wrote:
               | The likely architecture of GPT-4 was invented at Google -
               | MoE. OpenAI poached the team who developed it.
               | 
               | OpenAI is ahead on the RL data side. To me that's the
               | likely biggest advantage they have in GPT-4.
        
               | visarga wrote:
               | I believe they are using much more synthetic data than
               | others. That's the secret sauce besides their larger
               | training set and model. Synthetic data makes the model
               | more consistent.
        
               | washadjeffmad wrote:
               | For all of the novel interest in the tech and service
               | side, I can't understand why so many overlook the value
               | of the datasets. I've been promoting them as potential
               | products to license, similar to textbook publishing, and
               | a bit reminiscent of how Google used its search
               | appliances. Automating methods of creation will be an
               | immensely valuable service.
               | 
               | I've already introduced methods of instruct formatting
               | within our org, because as the architectures change, what
               | we learn from performing the work to organize and account
               | for our internal knowledge will continuously pay off.
        
               | og_kalu wrote:
               | Nobody has tried to come close to the performance of 4
               | and failed.
               | 
               | Palm-2 was never intended to match 4 (Gemini is). Llama 2
               | was never intended to match 4 either. Same with Claude 2.
               | Nobody has matched GPT-4's training compute and failed to
               | reach it.
        
               | visarga wrote:
               | True, the paper is dated Jan 2015 and company was founded
               | in Dec. But if you read the paper it is signed:
               | 
               | > Diederik P. Kingma* University of Amsterdam, OpenAI
               | dpkingma@openai.com
        
               | blovescoffee wrote:
               | What? CLIP? Whisper? Dota 2 RL was big at the time, they
               | made notable contributions to deep rl
        
             | logicchains wrote:
             | >On pure research they invented the transformer in 2017
             | (Vaswani)
             | 
             | Transformers were invented in the early 90s:
             | https://people.idsia.ch/~juergen/fast-weight-
             | programmer-1991... Google were just the first with the
             | compute to scale them up.
        
               | blovescoffee wrote:
               | fwiw Schmidhuber is famous for claiming to have come up
               | with virtually every architecture that's now
               | useful/important.
        
             | blovescoffee wrote:
             | Google researchers publish leading/important research
             | monthly. They publish impressive work in vision, nlp, and
             | RL. Have you tried reading papers or following research out
             | of google?
        
             | tester756 wrote:
             | >translation the same
             | 
             | What? between what languages?
        
         | visarga wrote:
         | > I can't understand the mindset
         | 
         | I can. None of this tech will maintain Google as the chokepoint
         | of internet and make billions for them. You can download and
         | run a LLaMA or Mistral but can't download a Google. On-topic
         | information has been commoditised.
         | 
         | Even OpenAI is in a bad spot. They owned the whole LLM mountain
         | in 2020, now they only own the peaks. Almost the whole mountain
         | has been conquered by open models. Their area of supremacy is
         | shrinking by the day.
         | 
         | The two factors at play here are 1. ability to run LLMs locally
         | and 2. ability to improve local LLMs with data exfiltrated from
         | SOTA LLMs.
         | 
         | I foresee an era of increased privacy as a consequence of this.
         | We will be filtering our browsers with LLMs to remove junk and
         | override Google, Twitter and FB. Bad news for ad providers,
         | they got to move into some other profitable line of business
         | now. Nobody got time to read garbage and ads.
        
           | lobochrome wrote:
           | Powerful vision! Thank you.
        
           | dustingetz wrote:
           | is there a strongly written essay or paper arguing this
           | viewpoint?
        
             | visarga wrote:
             | the original: "We Have No Moat, And Neither Does OpenAI"
             | https://www.semianalysis.com/p/google-we-have-no-moat-and-
             | ne...
        
           | esperent wrote:
           | > We will be filtering our browsers with LLMs to remove junk
           | and override Google, Twitter and FB
           | 
           | I cannot wait for the day where I can create a list of
           | blocked terms "Musk, Trump, American politics, ..." and have
           | an intelligent LLM filter so that it doesn't matter what site
           | I visit, whether The Verge, or The Guardian, or Reddit, all
           | articles or posts related to these terms will be gone.
           | 
           | I think this has a chance to have a far higher effect than
           | just ad tech. It's going to effect all media publishers. But
           | I also expect them, led by Google and Facebook, to fight this
           | tooth and nail with every dirty trick they can.
        
             | xalava wrote:
             | You may achieve this by only visiting websites or pages
             | with tailored feeds.
             | 
             | The problem is that it requires a bit of self discipline.
             | Google and Meta are probably safe then...
        
               | esperent wrote:
               | What websites are you talking about?
               | 
               | I do use a feed reader already but it's not good for
               | discovering new things. The problem is when I venture out
               | to discover what's going on in the world I'm deluged with
               | Musk spam. A couple of years ago it was Trump spam.
        
             | kubrickslair wrote:
             | We started work on an open-source LLM-powered media filter
             | at OpenLocus (https://github.com/openlocus), aiming for an
             | alpha release by late 2023.
             | 
             | In the more medium term we are collaborating on improving
             | information overload, filter bubbles & misinformation with
             | labs at AllenAI, CMU, UPenn & Utah.
             | 
             | Contributions and feedback are welcome! Feel free to hit me
             | up for an early access - email in the profile.
        
             | eganist wrote:
             | Explains why Google tried (or is trying) so hard to push
             | WEI though. If they can't programmatically evade
             | adblockers, might as well programmatically prevent them.
        
             | devxpy wrote:
             | I've just the thing for you my friend
             | https://github.com/devxpy/anti-chatgpt
        
               | esperent wrote:
               | That looks great, have you tested it?
        
               | esperent wrote:
               | Oh you're the author, in that case I guess you have!
               | Thanks for sharing.
               | 
               | As a suggestion, personally I'd rather the offending
               | items just be removed entirely rather than showing
               | "redacted".
        
               | kubrickslair wrote:
               | This is a good start, devxpy! What other features are you
               | planning to build over it? Hit me up if you want to
               | collaborate.
        
               | MontgomeryPy wrote:
               | Great start. Please develop a plugin I can secretly add
               | to my Mother's browser to dial down the outrage she reads
               | on the fly! She'll notice 'redacted' ;)
        
             | beepbooptheory wrote:
             | This is very interesting desire to me.. Wont you end up
             | with a weird, contrived context for everything else you
             | _do_ read though? Like you would be reading an article
             | about the UN and it would say:  "and then, _some country_
             | put forward a new resolution. " Wouldn't that, like, kinda
             | drive you crazy?
             | 
             | Like I know the state of journalism is less than stellar,
             | but patching it after the fact for each reader seems like
             | the wrong direction. The implicit conception of "the news"
             | in this desire reifies it into a weird kind of commodity
             | for your personal entertainment/edification; which is
             | precisely the conception operating today which makes it so
             | bad!
             | 
             | Like, maybe, if you have psychological considerations where
             | certain triggers are very damaging, I can kinda understand
             | this. But if that is really the case, then just why read
             | the news anyway? Of course you gotta read some sometimes,
             | but in general you can read other things. There is a
             | lifetime and a half of fiction and nonfiction to read, no
             | GPU required!
        
               | theduder99 wrote:
               | patching it after the fact is definitely needed. same way
               | I use a plugin to filter out curse words because when it
               | comes to your brain, garbage in = garbage out. patching
               | "news" stories after the fact will never be perfect
               | though because half the problem with "journalism" is
               | omission of facts, not just biased half-truths or
               | opinions.
        
               | esperent wrote:
               | I don't want to remove all mentions. If I'm reading an
               | article about something else and it happens to mention
               | something on my list, that's fine. I just want to remove
               | all the top level articles and posts about these things.
               | 
               | It's not about being triggered by anything or trying to
               | hide from anything. I also don't need (or even want) 100%
               | efficacy. It's about cleaning up noise. For example, at
               | this point I'm fully aware that Musk has turned Twitter
               | into even more of a cesspool. I don't need any more
               | information about that. And yet I get it, all the latest
               | "juicy Musk gossip" any time I go near any tech sites.
               | And it's just noise to me at this point.
               | 
               | Same with American politics. I'm not from the US so I'd
               | be happy with a short monthly synopsis on what's
               | happening there. But on the English speaking web,
               | American politics is _everywhere_. It 's exhausting. I
               | want to filter it, reclaim the attention it steals from
               | me while still being engaged with online society to a
               | degree that I choose. And I believe that reclaiming this
               | attention, energy, and time would allow me to engage more
               | with subjects I do care about.
        
               | beepbooptheory wrote:
               | I see, that totally makes sense, but in that case it
               | doesn't seem like you need a fancy AI for this, or at
               | least it feels way overkill for what you actually want
               | here.
        
           | quickthrower2 wrote:
           | Right now GPT4 is useful/powerful and probably anything else
           | sucks. That may change but the mountain has real value at the
           | top only. At least for chat used for either human assist or
           | decision making or code generation. Categorisation, yeah you
           | can use lesser LLMs.
        
             | npsomaratna wrote:
             | Not necessarily true anymore. As a counterexample, consider
             | CodeLlama 33b, which is quite good (and which has replaced
             | GPT-4 for my coding assistant needs).
             | 
             | OpenAI's models are likely to remain the best, but I see
             | open models catching up and becoming "good enough." Why pay
             | for GPT-4 when I can run a model locally for free? (Barring
             | the initial capital cost of a GPU; and not even this if
             | you're, say, using a Macbook)
        
               | revoxx3 wrote:
               | What's CodeLlama 33b? I couldn't find anything regarding
               | it online
        
               | jsemrau wrote:
               | I guess its a typo
               | 
               | https://huggingface.co/codellama/CodeLlama-34b-hf
        
               | bingemaker wrote:
               | Off by 1B error
        
               | jsemrau wrote:
               | ^-^
        
               | JTon wrote:
               | Not 100% sure but I believe Llama [1] is a LLM created by
               | meta. Code Llama is probably one tailored as a coding
               | assistant
               | 
               | [1] https://ai.meta.com/llama/
        
               | npsomaratna wrote:
               | Whoops, sorry. 34b :)
        
               | hansvm wrote:
               | CodeLlama spit out some of the wildest garbage when I
               | tested it, even against GPT-3.5. Which tasks have you
               | found it to perform well?
        
             | emptysongglass wrote:
             | Like yes, as long as GPT-4 remains the most useful (and now
             | they have multi-modality in Plus so they've just extended
             | their lead) nobody will adopt anything else.
             | 
             | So grandparent's argument makes even less sense as search
             | should also be fungible but it isn't when Google still
             | provides the best search product and has since it started.
             | If OpenAI can maintain that lead and continue to ship
             | improvements that continue to push their peak higher, most
             | people will not pay for anything less even when that price
             | is free.
        
               | HKH2 wrote:
               | The GP didn't say who the value was meant to be for.
               | There is definitely a lot of value for users, regardless
               | of which model.
               | 
               | I would like LLaMa to be more local, responsive and
               | private rather than more intelligent; it is good enough
               | in that regard.
        
             | jokethrowaway wrote:
             | No way, for creative writing zephyr (based on mistral) is
             | my favourite. Also no stupid limits like chatgpt
             | 
             | For assistance, chatgpt is the best but llama is more than
             | adequate.
             | 
             | For code generation they all suck, chatgpt 4 before they
             | nerfed it was good.
             | 
             | I use codellama phind locally
        
             | HKH2 wrote:
             | I don't work in tech and I use LLaMa. It is great for
             | giving me ideas, writing overviews which I use to make sure
             | I have most of my bases covered (and helping me see which
             | of my ideas are more original), getting more examples,
             | along with other creative tasks.
             | 
             | Could I get my employer to pay for it if all free options
             | disappeared? Probably, but I don't have to while they
             | exist.
        
           | kubrickslair wrote:
           | > We will be filtering our browsers with LLMs to remove junk
           | and override Google, Twitter and FB ... Nobody got time to
           | read garbage and ads.
           | 
           | Exactly, there is a paradox that is getting more extreme by
           | the day - that social media (and the broader web) is a
           | wellspring of knowledge, yet also a vortex of addiction,
           | filter bubbles & lost productivity. I want one without the
           | other.
           | 
           | This pushed me to start building open source at OpenLocus,
           | contributions & feedback are welcome - details in other
           | comment.
        
           | dividedbyzero wrote:
           | Isn't Microsoft deeply integrating those peaks into Windows
           | and Office? That's one hell of a moat.
        
             | peanuty1 wrote:
             | Microsoft is also integrating ChatGPT into Bing.
        
           | qiine wrote:
           | "I foresee an era of increased privacy as a consequence of
           | this. We will be filtering our browsers with LLMs"
           | 
           | I am contemplating feeding Firefox extensions code to AI to
           | detect possible malicious behaviors quickly.
        
           | staunton wrote:
           | Does anyone know vision models that detect ads? I wasn't able
           | to find any, which is kind of surprising... That sounds like
           | an armsrace that would exist.
        
             | petemir wrote:
             | There are some sparse examples
             | 
             | https://doi.org/10.1016/j.procs.2019.08.210
             | 
             | https://doi.org/10.48550/arXiv.1811.04115
             | 
             | https://doi.org/10.3390/s20164587
        
             | zo1 wrote:
             | It won't work as long as you have HTTPS preventing any
             | large scale interception and analysis of traffic. This is
             | why Google was so quick to promote and switch to HTTPS. I
             | bet you my left nut right now there is some random ex
             | Googler with an NDA and interesting story to tell about
             | this topic.
             | 
             | It pretty much means you have to detect the ad locally. And
             | by then you've already lost and transferred it down at
             | least.
        
             | TacticalCoder wrote:
             | I tried something not dissimilar, but without AI models:
             | having webpages rendered in a real browser, but "headless".
             | But there was really no way for the webpage to detect it
             | was "headless": I'd render in a real browser, in an actual
             | X session, under Xephyr. And I wouldn't be showing that
             | Xephyr X server (so I wouldn't see what that real browser
             | was rendering).
             | 
             | I'd then put gray rectangles on what where ads and only
             | show visually that, with the grey rectangles, after having
             | covered the ads with gray rectangles.
             | 
             | I just did it as some quick proof-of-concept: there are
             | plenty different ways to do this but I liked that one. It's
             | not dissimilar to services that renders a webpage on _x_
             | different devices, without you needing to open that webpage
             | on all these devices.
             | 
             | But the issue is that while it's relatively easy to get rid
             | of ads, it's near impossible to get rid of submarine
             | articles/blogs and it's getting harder and harder by the
             | day to get rid of all the pointless webpages generated by
             | ChatGPT or other LLMs that are flooding the web.
             | 
             | Meanwhile sticking to the sites I know (Wikipedia / HN /
             | used car sales websites / a few forums I frequent etc.) and
             | running a DNS locally that blocks hundreds of thousands of
             | domains (and entire countries) is quite effective (I run
             | _unbound_ , which I like a lot for it's got many features
             | and can block domains/subdomains using wildcards).
             | 
             | I'm pretty sure detecting and covering ads before
             | displaying a webpage can be done but I'd say the bigger
             | problem is submarines and overall terribly poor quality LLM
             | generated webpages.
             | 
             | So basically: is it even worth it to detect ads while the
             | web has now got a much bigger problem than ads?
        
               | kjkjadksj wrote:
               | Absolutely its still worth blocking ads. They abuse my
               | compute rendering client side. Off with their heads.
               | Presumably you could use ai to sniff out putative ai
               | content in text and flag or block that too.
        
           | beepbooptheory wrote:
           | But how can we possibly be this optimistic though? Like, time
           | and time again there are these little glimmers of fantasy
           | that some technology alone can alleviate the heinous/annoying
           | parts of a mature capitalism, and every time the technology
           | has ended up, after all is said and done, on the other side
           | (so to speak).
           | 
           | Like, go back and read old mailing lists. See how everyone
           | was so assured that computers themselves, then cryptography,
           | then the modern internet, would create radical changes in the
           | way the economy works, and enable avenues for greater self-
           | determination and happiness. They all seem so naive in
           | retrospect, knowing what we know and how it all played out.
           | 
           | I love that so many people are these days inspired by the llm
           | tech to imagine a better world with them, and its important
           | in itself to inspired like this. But precedence does not
           | favor putting all your hopes in solely the technology itself
           | for a better world. Hope I am wrong though!
        
             | visarga wrote:
             | It will undoubtedly be a turbulent time. All the skills and
             | knowledge expressed in text or images is compressed into
             | models. And these models offer back all they know to each
             | of us according to our needs. Learning from everyone
             | indiscriminately, serving everyone specifically, open
             | sourcing skills and knowledge to a much deeper degree than
             | open source had on software.
             | 
             | This will have social implications, it will speed up the
             | learning process of any new technology. For example by
             | upgrading Copilot, Github can upgrade coding practices
             | everywhere (where it's used) to new coding standards
             | instead of taking years, that's how fast it can go.
             | 
             | On another line of thinking, an image-language-action model
             | can be used to control robots, and robot hardware is
             | getting accessible. There is a chance for inventing self
             | reliance automation for people, a possible solution to job
             | loss.
        
           | mark_l_watson wrote:
           | I agree heartily with you. OpenAI may be the best, but the
           | open models are getting good.
           | 
           | A weak analogy: as you might take a hybrid cloud/local
           | compute strategy, I think it makes sense to be very flexible
           | and use LLMs from different sources for diversity and not
           | getting locked in. I mostly use OpenAI, but I am constantly
           | experimenting with options. Local options are most exciting
           | to me right now.
           | 
           | I usually use APIs, but OpenAI's app that supports multi
           | modal input images and voice conversation is impressive and
           | points to a future mode of human computer interactions.
           | 
           | Exciting times!
        
         | ikekkdcjkfke wrote:
         | It is also a testament to what happens when you open up
         | powerful technology instead of hoarding
        
         | lobochrome wrote:
         | Google AI : Xerox PARC AI : GUI
        
         | schleck8 wrote:
         | Yeah, Bard is still the worst major LLM product
        
         | raverbashing wrote:
         | Maybe Google doesn't see how it can turn AI into a low traction
         | product that will only be used for renaming and turning some
         | cosmetic improvements to justify someone's promotion
         | 
         | Google truly has grown complacent and whoever has a good idea
         | feel like they can't develop it there. But if you have an idea
         | on how Google can lose money and reputation by retiring another
         | product they're all ears
        
         | toasted-subs wrote:
         | Classic moment of business people not understanding how some of
         | these technical things work.
        
         | jeswin wrote:
         | > You gave them a massive lead with a novel approach...
         | 
         | From everything I've read/watched, the original researchers
         | didn't know at that point their work was going to be so
         | impactful. In hindsight, yeah. But otherwise no.
        
         | shawabawa3 wrote:
         | > I can't understand the mindset of any AI researchers who stay
         | at Google at this point.
         | 
         | Have you heard of money?
         | 
         | But seriously, Google have talent because they pay insane
         | salaries like all the other big tech companies
        
           | hcks wrote:
           | Google doesn't pay very well, actually
        
             | jorlow wrote:
             | They definitely pay a large number of people a large
             | amount, but they're happy to pay less when they can.
        
               | riku_iki wrote:
               | they pay average market salaries to large number of
               | mediocre people.
        
         | Frost1x wrote:
         | >I can't understand the mindset of any AI researchers who stay
         | at Google at this point. >You're there (presumably) because you
         | want to make an impact.
         | 
         | I can't speak to AI researchers specifically but I can speak to
         | research more generally. Ideally you want to focus on somewhere
         | you can make and impact, pursue the general line of research
         | you find interesting/promising, AND have stability to at least
         | live (or ideally enough pay to not care).
         | 
         | I've known enough highly talented researchers who almost always
         | have to sacrifice the "making a difference" and "pursuing their
         | pathway" to large degree just to survive. Ultimately what
         | people are paying for to be researched is what matters, be it
         | some business R&D division's head, federal agency biased
         | directions, of whatever philanthropic connections some
         | organizations are able to extract decide you should be doing.
         | It's not just medicore researchers, it's what one might
         | consider "world class" top of their field researchers. Everyone
         | at some point makes sacrifices to pay the bills but there's
         | this neverending gaslighting that occurs about what researchers
         | _want_ to do and what areas they choose to impact or some
         | nonsense like that. That happens in _very few_ idealized cases.
         | E.g., tenured professorship at highly endowed institutions
         | where they 've already invested enough time doing the stuff
         | they don't want to game the system to get to a point they can
         | finally pursue their own paths and so on.
         | 
         | If you want to focus on an impact and perform research you need
         | to be able to self-fund that and hope the area you work isn't
         | capital intensive (AI specifically DNN, LLM, and highly
         | data/compute intensive approaches is for the most part pretty
         | capital intensive, hence one reason big tech pursued them to
         | reduce competition--you can pursue paths theoretically but
         | ultimately unless you find approaches that aren't as capital
         | intensive it'll be awhile before you can experimentally test
         | and iterate approaches).
         | 
         | Researchers just hope to get remotely close to the area they
         | want to work in but by in large have to chase the money and
         | lines of research behind it if they hope to remain a
         | researcher. Maybe Google is different but I doubt it. This
         | happens in other industries as well with people in R&D near the
         | tops of their field working at market leaders still caving.
         | 
         | If by some miracle you happen to be near the top of your field
         | and happen to guess or have some natural deep insight to the
         | path forward where you're fortunate enough to make a huge
         | breakthrough, you can often just spin it out yourself or take
         | on some investment risk. Why work for Google if you have the
         | practical path to say AGI in your hands? Try and do it on your
         | own or find someone who doesn't own all your IP at the end of
         | it. You work at big corp because there's ideally some stability
         | balance with some semi-interesting research paths to you,
         | probably not exactly what you want but as close as you can get.
        
         | bartwr wrote:
         | I have a simple answer for you - researchers measure impact
         | differently. If they measured it primarily by shipping
         | products, they would work as engineers, not research
         | scientists. As a researcher you realize impact by _researching_
         | and publishing (internally or externally) and are ok with the
         | idea that it 's up to others to pick it up and turn into cool
         | products.
         | 
         | Hopefully they work at the same company, but if they don't -
         | it's not your problem to solve, but VPs and above.
         | 
         | But yes, it can be frustrating if you're junior and take your
         | work personally and attribute its success to its (and even
         | worse, your own) value. After a few years of career, you learn
         | to look at it from a distance.
         | 
         | Google publishes amazing stuff, people are paid great salaries,
         | they have a ton of fun doing it, work life balance is way
         | better than at startups - what's not to like?
        
           | user8872642489 wrote:
           | That's why all the researches from the Attention is all you
           | need paper not longer work at Google. /s
           | 
           | Food for thought: https://www.aichat.blog/google-exodus-
           | where-are-the-authors-...
           | 
           | Each of the co-authors who spoke to the FT said they wanted
           | to discover what the toolbox they had created was capable of.
           | "The years after the transformer were some of the most
           | fertile years in research. It became apparent . . . the
           | models would get smarter with more feedback," Vaswani says.
           | "It was too compelling not to pursue this." [2]
           | 
           | [2] - https://www.ft.com/content/37bb01af-
           | ee46-4483-982f-ef3921436...
        
             | bartwr wrote:
             | This quote says nothing about _product_ , but about
             | continuing _research_.
             | 
             | Most researchers don't care about products. Many don't even
             | care about any practicality (just the scientific pursuit).
             | How do I know? Well, I happen to work as Research
             | Scientist. I worked at Google 5y. :) For the majority of my
             | colleagues, "having to" support their work after it was
             | published was a nuisance and they wanted to work on new
             | cool stuff instead.
        
               | hnfong wrote:
               | I am, unironically, not sure whether your description is
               | reflective of being a Research Scientist, or just being a
               | Google engineer in general...
        
           | lern_too_spel wrote:
           | > people are paid great salaries, they have a ton of fun
           | doing it, work life balance is way better than at startups
           | 
           | Compared to AI startups, neither of these is true.
        
       | kleene_op wrote:
       | Those who can't do.. pay.
        
       | rawrawrawrr wrote:
       | $6 billion dollars raised in 2 months for their series C is
       | blowing my mind. What does Anthropic have that OpenAI or other
       | LLM startups don't? What other companies have raised that much in
       | a single round?
        
         | quickthrower2 wrote:
         | Gotta be the talent. Started by ex-OpenAI and probably
         | attracted some AI geniuses who buy in to their safety approach
         | too.
        
           | mptest wrote:
           | joking, but maybe they have achieved agi (internally) ;)
        
         | Varloom wrote:
         | It's absolutely good, have you tried their Claude 2 AI?
        
           | polymorph1sm wrote:
           | It's not as good as GPT-4, the only feature I used often was
           | their PDF QA. The rest ChatGPT plus ( GPT-4 ) still miles
           | ahead
        
             | lambdaba wrote:
             | I regularly compare queries with both GPT-4 and Claude 2
             | and I find I prefer Claude's answers most often. The 100k
             | token context is a major plus too.
             | 
             | Claude is more creative and that comes with a higher rate
             | of hallucinations. I hope I'm not misremembering but GPT-4
             | was also initially more prone to hallucinations but also
             | more capable in some ways.
        
         | nmfisher wrote:
         | They managed to build something equally good (if not better)
         | than GPT4, without losing 50% of their cap table to Microsoft.
         | That alone is worth a lot.
         | 
         | The investments are absurdly large but if you believe LLMs will
         | be fundamentally transformative then I can understand the
         | logic.
        
           | og_kalu wrote:
           | Claude 2 is good and better than 3.5 but nothing close to 4
           | in general.
        
             | artdigital wrote:
             | I'm now almost always using Claude over GPT4 in my day to
             | day and rarely have moments where I'm not happy with the
             | output and fallback to ChatGPT
             | 
             | The big context window is so nice, I can dump in huge files
             | or conversation exports and it can handle them without
             | problems
        
               | xiaohk wrote:
               | How do you guys access Claude?
        
               | staticman2 wrote:
               | Claude is available without API on Poe and with API on
               | Amazon Bedrock.
        
               | jackson1372 wrote:
               | claude.ai
        
               | RecycledEle wrote:
               | http://Claude.AI
               | 
               | Am I the same only one who uses the web interface?
               | 
               | I keep thing simple (KISS) because I teach for a living,
               | and only things my student can pick up in a class are
               | useful to me.
        
             | nmfisher wrote:
             | I'm not saying your experience is wrong, but for my use
             | case (code, mainly), I've found Claude to be far more
             | reliable (not to mention faster) than GPT4.
        
               | bmikaili wrote:
               | The larger context window might be nice, but it's nowhere
               | close to GPT4's reasoning ability. GPT4 is still the best
               | for coding.
        
             | staticman2 wrote:
             | In my experience Claude 2 is better than GPT 4 in many non
             | programming tasks.
        
         | taspeotis wrote:
         | > What does Anthropic have that OpenAI or other LLM startups
         | don't
         | 
         | I dunno I kind of get the perception Microsoft's locked up
         | OpenAI's funding so Google couldn't throw money at them even if
         | they wanted to?
        
           | warthog wrote:
           | Yeah I believe so as well. They are probably going after the
           | second best thing that is out there that has a chance of
           | overtaking GPT 4
        
         | sergiotapia wrote:
         | I also rather like Claude's capability of using XML tags as
         | scrap-pads of sorts to see the inner workings of the AI. Makes
         | for better prompt design.
         | 
         | https://docs.anthropic.com/claude/docs/give-claude-room-to-t...
         | 
         | You can see how the AI arrived at the response.
        
           | leodriesch wrote:
           | This is just a prompting hack you can use with any LLM, not
           | exclusive to Claude. But I do like the fact that they include
           | these tricks in their documentation.
        
         | adamgordonbell wrote:
         | > What does Anthropic have that OpenAI or other LLM startups
         | don't?
         | 
         | The big context window is pretty magical for some use cases.
         | There are lots of things RAG with limited context can't do.
        
           | kordlessagain wrote:
           | The "big context window" talk reminds me of high wattage
           | speakers in the 80s. Yes, it's loud. "Does it sound good?",
           | is the question.
           | 
           | Having a large context window is pointless unless the model
           | is able to attend to attention on the document submitted. As
           | RAG is basically search, this helps set attention regardless
           | of the model's context window size.
           | 
           | Stuffing random thing into a prompt doesn't improve things,
           | so RAG is _always_ required, even if it 's just loading the
           | history of the conversation into the window.
        
             | cypress66 wrote:
             | RAG is not always required. If you can fit a whole
             | document/story/etc in the context length, it often performs
             | better, especially for complex questions (not just basic
             | retrieval).
        
               | adamgordonbell wrote:
               | Exactly. RAG is great if you need certain paragraphs to
               | answer specific questions but there are limits.
               | 
               | Assuming a new unheard of play called "Romeo and Juliet "
               | RAG can answer "Who is Rosaline?".
               | 
               | But a large context window can answer "How does
               | Shakespeare use foreshadowing to build tension and
               | anticipation throughout the play?" "How are gender roles
               | and societal expectations depicted in the play" or "What
               | does the play suggest about the power of love to overcome
               | adversity?".
               | 
               | In other words, RAG doesn't help you answer questions
               | that pertain to the whole document and aren't keyword
               | driven retrieval queries. It's a pretty big limitation if
               | you aren't just looking for a specific fact.
               | 
               | RAG limits you to answers where the information can be
               | contained in your chunk size.
        
         | kromem wrote:
         | It's such a small playing field with too few players.
         | 
         | I have a slide in a presentation on the topic that's an
         | inverted pyramid, as pretty much the entire LLM field rests on
         | only a few companies, who aren't necessarily even doing
         | everything correctly.
         | 
         | The fact that they even have a seat at such a small table with
         | so much in the pot already and much more forecasted means they
         | command a large buy in regardless of their tech. They don't
         | ever need to be in the lead, they just need to maintain their
         | seat at the table and they'll still have money being thrown
         | their way.
         | 
         | The threat of missing the next wave or letting a competitor
         | gain exclusive access is too high at this point.
         | 
         | Of course, FOMO driving investments is also the very well known
         | pattern of a bubble, and we may have a bit of a generative AI
         | bubble among the top firms where large sums of money are going
         | to go down the drain on investing into overvalued promises
         | because the cost of missing a promise that will actually come
         | to fruition is considered too high.
         | 
         | Ironically the real payoff is probably in focusing on
         | integration layers at this point, particularly given the gains
         | in performance over the past year in research by developing
         | improved interfacing with SotA models.
         | 
         | LLMs at a foundational pretrained layer are in a race towards
         | parity. Having access to model A isn't going to be much more
         | interesting than having access to model B. But if you have a
         | plug and play intermediate product that can hook into either
         | model A or B and deliver improved results to direct access to
         | either - that's where the money is going to be for cloud
         | providers in the next 18 months.
        
         | Der_Einzige wrote:
         | Massive context length
        
         | Racing0461 wrote:
         | Competition.
        
       | throwaway2990 wrote:
       | They don't have much confidence. Microsoft invested 10b into
       | OpenAI. That investment seems to be paying off well.
        
       | cryptoz wrote:
       | Can't risk losing the AI war entirely. Much better to be
       | embarrassed to the tune of $2B than to have no profits from
       | future AI success.
        
       | simonswords82 wrote:
       | I'd love to see the statistics on the daily number of Google
       | searches since OpenAI (ChatGPT in particular) came to the fore
       | this year.
       | 
       | Anecdotally, I now use ChatGPT for at least 25-50% of the queries
       | that I previously would have had no other channel for other than
       | a search engine.
       | 
       | If I was in charge of Alphabet I'd be starting to worry. This
       | move makes them look a bit desperate.
        
         | dalbasal wrote:
         | The types of queries where gpt is useful (or I hope will soon
         | be useful) to me are those where google themselves have
         | "destroyed the internet.^"
         | 
         | If you want to basic information about a physical exercise, a
         | recipe, a travel destination or such... All the content in
         | Google seems to be content farmed. Written by people who don't
         | know, quickly, by copying similar articles. It's just a buggy,
         | manual version of the proverbial gpt anyway. At this point, I
         | may as well just go direct.
         | 
         | If I want to know about doing weighted crunches instead of sit
         | ups, Google results already represent all the downsides of
         | using gpt. The got UI is nicer. You can also narrow in on your
         | questions, push back and generally get the same level of
         | content in a better package.
         | 
         | Maybe the old chestnut of "computerized recipe book" will
         | finally be solved.
         | 
         | ^Ra Ra!
        
           | riku_iki wrote:
           | > All the content in Google seems to be content farmed
           | 
           | you are just forgetting to add word "reddit" at the end of
           | your query..
        
             | edgyquant wrote:
             | That doesn't help and is just as astroturfed at this point.
             | Companies caught on to this years ago
        
               | riku_iki wrote:
               | that's very far from my experience, mods and voting
               | community do great job in ranking good posts and
               | comments. Maybe you can give example of your query which
               | you are not satisfied with results?
        
               | astura wrote:
               | https://www.forbes.com/sites/jaymcgregor/2017/02/20/reddi
               | t-i...
        
             | dalbasal wrote:
             | Idk... Maybe... But Reddit seems to hold info pretty
             | poorly. A lot of the subs/posts and incredibly dumb.
             | 
             | The good information is there, often, but finding it is hit
             | and miss. Until relatively recently, unofficially archived
             | gives web forums were still available. Reddit search is a
             | downgrade, imo.
             | 
             | In any case gpt can do reddit pretty well.
        
               | riku_iki wrote:
               | > In any case gpt can do reddit pretty well.
               | 
               | I am not sure I trust gpt, hallucinations are still very
               | common.
        
         | DilutedMetrics wrote:
         | Also growth in Bing searches with Bing Chat (backed by
         | ChatGPT). I even switched my mobile browser from Brave to Edge
         | to use the integration.
        
         | mrkramer wrote:
         | Casual users don't care about ChatGPT or any other smart chat
         | app because they are used to Google Search or classical search
         | bar type web search for decades now.
         | 
         | If chat apps take over, I think they will first taker over
         | desktop computers because on mobile it is easier to type a few
         | keywords in the web search bar and get 5 or 6 relevant web
         | results than it is to chat with a chat bot for like 5 minutes.
         | 
         | Informational quires are most likely to be more useful in chat
         | apps than in the classical web search but navigational and
         | transactional quires are here to stay on Google or whatever
         | search engine comes about.
        
           | kjkjadksj wrote:
           | I was going to say that mobile can just chat on the mic to
           | the gbt but then I remembered speech to text is an apparently
           | hard problem that no one has made progress on in 15 years
        
             | TeMPOraL wrote:
             | Actually, OpenAI just made the progress you're asking for.
             | Try the voice conversation mode in ChatGPT app (if you can,
             | it's still a beta testing version IIRC). This one is to the
             | likes of Google Assistant as GPT-4 is to GPT-2. Huge
             | quality jump - not only it doesn't suck (like e.g. Google
             | Assistant does), it _works_ , and absurdly well at that.
             | ~1% error rate for me in English, which isn't even my first
             | language, on the go, in rain, next to noisy street...
        
         | methyl wrote:
         | There is no difference whatsoever, you can look up some
         | Similarweb stats on this.
        
         | ilaksh wrote:
         | Google reportedly has $118 billion cash on hand. I think they
         | would have happily invested more than $2 billion in an OpenAI
         | competitor if they thought more money than that would matter.
        
         | TacticalCoder wrote:
         | I don't see how that could even register. We use OpenAI at home
         | (both me and my wife) but _everything_ ChatGPT spouts must,
         | invariably, be verified.
         | 
         | It's not even "trust but verify" but "Oh yup, I didn't thought
         | of that. However it may be a lie because ChatGPT is a
         | pathological liar, and as I cannot possibly trust a lying tool,
         | I'll now verify" (I know, I know, there's a discussion
         | regarding nomenclature: "lying" / "hallucinating" or whatever.
         | But anyone who's actually using ChatGPT knows what I mean).
         | 
         | Basically the output of ChatGPT, for me, goes directly into
         | Google / Wikipedia / etc.
         | 
         | The one case where I can use the output of ChatGPT directly is
         | when I translate from, say, english to french or vice-versa and
         | I know both languages well enough to be able to tell if the
         | translation is okay or not.
         | 
         | Those believing they can use the output of ChatGPT without
         | verifying it are basically these lawyers who referenced
         | hallucinated cases to a judge.
         | 
         | As another person as commented: it didn't even make a dent in
         | Google's search requests and that is no surprise.
        
           | constantly wrote:
           | I don't use chatgpt or LLMs for anything factual at all given
           | the workflow you've described of asking a question and then
           | needing to separately search all results. But they are very
           | useful for framing documents, summarizing things, etc.
        
           | pradn wrote:
           | ChatGPT remixes info from beyond the first page of Google
           | search. That's the value. If you ask it for a list of nice
           | nature spaces in Tokyo, like I just did, it returns 12 spots
           | that all seem appealing. Already, that's more information
           | density than a Google Search. But now I have to go look up if
           | these actually exist (this isn't the sort of mistake it
           | usually makes though), where it is, the hours, admission
           | prices etc. So that's going to be a few Google searches for
           | this question. Of course, I'll have to actually go to the
           | sites for these gardens, if they exist, because you can't
           | quite trust Google Maps's accuracy either - hours and opening
           | days can be off, especially around the holidays, when I'd
           | like to go to Tokyo. One ChatGPT query -> several Google
           | searches.
           | 
           | If for this text output, ChatGPT also linked me directly to
           | the gardens' sites, scraped the info from the live site, and
           | summarized this - that would actually save a ton of time.
           | Google could have a leg up bc it has a knowledge graph, but
           | so does Microsoft. This requires a lot more than training an
           | LLM - this requires it to be an actual product, not a tech
           | demo like it is. A chat with an agent that occasionally lies
           | is a terrible UI.
           | 
           | I think there's great scope for UI innovation here. But such
           | an experience might be pretty expensive in terms of compute -
           | lots of LLM queries and extra lookup systems. Someone who
           | does this hard integration work and is willing to spend a lot
           | of resources per query will deliver a delightful, time-saving
           | user experience, and can probably charge for it. And that may
           | be a great value-prop for local AI - you can give it tons of
           | resources to solve your particular problem. As I see it, mass
           | market LLMs that are provided for free will never do this
           | extra work for you. ChatGPT might be in a good position bc it
           | already has a ton of paying customers that it can continue to
           | draw a wall around. Their early Nov announcement might be
           | something along these lines.
        
             | ribosometronome wrote:
             | Doesn't ChatGPT's Browse with Bing option do that? It's
             | definitely provided me with inline links to its browsed
             | sources.
        
           | oezi wrote:
           | If you want more factual answers why not use Bing with
           | ChatGPT?
        
           | kjkjadksj wrote:
           | I still have no clue how so many people in this thread are
           | relying on it for code just based on the code output I get
           | from it.
        
             | renewiltord wrote:
             | ChatGPT is like Google in the early days. Some people just
             | never learned how to use a search engine. Other people very
             | quickly did.
        
             | nvm0n2 wrote:
             | They're using 4. The quality difference is huge for coding.
             | Nearly a different product.
        
             | jug wrote:
             | I find GPT-4 pretty amazing at coding myself. I have learnt
             | basic R language + a particular package within it, enough
             | to solve an emergency issue that barred us from launching a
             | product for a coding competition within 24 hours of only
             | having heard of the language before, just barely meeting
             | our deadline. The team was amazed and I could never have
             | done it without GPT-4.
             | 
             | Otherwise I'm regularly coding with it as an assistant
             | while it's not always 100% correct, it's often decimating
             | the time especially when I can request things like a
             | website skeleton layout and it just seamlessly doing it all
             | using CSS flow layouts and whatnot. I ask it to implement a
             | Javascript library for a chat-style interface with bubbles
             | and just bam it's there, even adapted for existing code.
             | 
             | I'll still have to debug and I _will_ still find issues
             | occasionally but the win is still often enormous for me.
             | 
             | ChatGPT 3.5 though. That's mostly just a toy, yes.
        
           | svara wrote:
           | It starts with the power users. GPT4 has certainly had a big
           | impact on my Google searches.
           | 
           | For example, all my tech support searches are now GPT4. Those
           | are painful on Google. There's no need to verify with a
           | Google search, since you can just try out what GPT4 says.
           | 
           | Concrete example: I use it all the time to help me with
           | Excel. What it suggests is nearly always correct. It has
           | turned me into an Excel power user within a few weeks.
           | 
           | You need to develop a sense for what it's likely to be
           | correct on, but once you do it's insanely useful. Simple rule
           | of thumb: if you think you'd find a direct response to your
           | question by wading through pages of ad infested Google
           | results, it'll definitely work great on GPT4.
           | 
           | The way I recall it, it took multiple years for Google to go
           | from a secret power user thing to displacing Yahoo and
           | Altavista for the broad user base. And that was at a time
           | where being online in itself was sort of an early adopter
           | thing.
           | 
           | Anyway, I guess my point is, I would be worried if I was
           | Google, and ignore this tech at your own risk...
        
           | kubrickslair wrote:
           | I use it with Browse with Bing and it works quite well for
           | keeping up with research on a diverse set of topics - CS, AI,
           | economics, neuroscience etc. The citations help you verify
           | quickly.
           | 
           | And this is besides the other stuff that search ones can't do
           | directly but it does quite well. It has definitely cut web
           | searches for me.
        
           | Al-Khwarizmi wrote:
           | I don't know, I make plenty of queries that don't need
           | verification. I would say the majority.
           | 
           | Write a polite email to X saying Y -> doesn't need
           | verification.
           | 
           | Rewrite this in formal English for a grant application ->
           | doesn't need verification.
           | 
           | How to tar gz a folder in Linux? -> doesn't need
           | verification. When I get the answer, I will probably think
           | "oh, sure, it was czvf". And even if I didn't know what the
           | arguments were, I would know enough to know that a tar
           | command isn't going to delete my files or anything like that,
           | so I would just try and see if it worked.
           | 
           | Write Python code to show a box plot with such and such data
           | -> doesn't need verification, I'm too lazy to write the code
           | myself (or look into how seaborn worked) but once I see the
           | code, I can quickly understand it and check that it does what
           | it should. Or actually run it and see if it worked.
           | 
           | Brainstorming (give me a bunch of titles for a paper about
           | X/some ideas about how I could do Y) -> doesn't need
           | verification, I can see the ideas and decide which I like and
           | which I don't.
           | 
           | I get that if you're a journalist, a lawyer or something like
           | that, probably the majority of your ChatGPT queries will need
           | verification, but that's definitely not my experience...
           | probably because I don't often ask ChatGPT for things that I
           | don't know, most of my use is either for things that I could
           | do myself but require a time investment and I'd rather
           | ChatGPT does them in a few seconds, or for brainstorming.
           | Neither of those require a Google search at all.
        
         | sadtoot wrote:
         | the supermajority of humanity doesn't know what chatGPT is
         | useful for, so google's total amount of searches are almost
         | certainly the same. you could only detect the difference for,
         | say, searches that would return stackoverflow results
        
           | kaoD wrote:
           | ...which I suspect has a large overlap with ad blocker users
           | and, even those that don't, probably are not as sensitive to
           | online ads as average Joe.
        
         | snickmy wrote:
         | I'm struggling in finding the source, but I read some in depth
         | analysis that reports that bing only got 0.53% market share
         | since the launch of chatGPT integration. Apparently they are
         | cannibalising small players but not google.
        
       | soniman wrote:
       | FTX Anthropic worth a lot now or has it been diluted ?
        
         | crypt1d wrote:
         | Worth a lot. It probably would have been enough to plug the
         | hole from stealing customer funds, if he managed to stay afloat
         | for a few more months. Ah, the irony.
        
           | k4rli wrote:
           | What happened to their shares? Just sold to cover claims?
        
             | crypt1d wrote:
             | from what I know, they still have their stake, but they
             | will eventually sell it
        
           | diamondfist25 wrote:
           | Hope ftx bankruptcy CEO can make it whole for the customers.
           | 80% of my nw is stuck there
        
             | edgyquant wrote:
             | Why is 80% of your net worth in FTX
        
       | Varloom wrote:
       | That means all the work they did on their own AI has failed. So
       | they are buying someone else's AI.
        
         | HDThoreaun wrote:
         | Or it means they have more money than they know what to do with
         | so they're throwing it at any de-risking they can find
        
       | Bishonen88 wrote:
       | Funny, seeing that Amazon seems to be dipping their toes in the
       | same water.
       | 
       | https://press.aboutamazon.com/2023/9/amazon-and-anthropic-an...
        
         | PartiallyTyped wrote:
         | It's about as close as one can get to an acquisition, no?
        
         | mrkramer wrote:
         | Didn't Amazon invest in Google in the Google's early days? Now
         | Google is returning the favor by saying: "Look FTC and DOJ, we
         | are not a monopolist, web users prefer Amazon over Google when
         | they search for products to buy."
        
       | foxhop wrote:
       | I'm using LLMs at my day job and claude v2 getting close to
       | gpt-4's intelligence. It does use a different prompting style and
       | has a huge 100,000 context window so it expects multishot
       | prompting to train the LLM just-in-time.
        
         | lambdaba wrote:
         | I've recently subscribed too. The huge context window is a
         | game-changer and I can't wait for API access. Unfortunately it
         | hallucinates a lot. It's amazing for extracting information out
         | of large documents, altough doing so made me realize how
         | limited current models are in terms of detecting "subtleties"
         | that would be obvious to a human.
        
           | foxhop wrote:
           | I have API access using AWS Bedrock which is hosted claude
           | v2. boto3 has a client to trigger the completions but I've
           | been practicing using just the playground in AWS console.
        
             | lambdaba wrote:
             | Thanks, I've requested access, how long did it take for
             | you?
             | 
             | Update: access already granted!
        
         | lambdaba wrote:
         | BTW what do you mean by "different prompting style"?
        
           | foxhop wrote:
           | https://docs.anthropic.com/claude/docs/constructing-a-prompt
        
           | foxhop wrote:
           | Human: I have a message and I need to categorize it into the
           | right bucket. Can you help?                   General Inquiry
           | Feedback & Suggestions         Technical Issues
           | Billing & Payments         Appointments & Scheduling
           | Others
           | 
           | return only JSON like {"category": "Technical Issues"}
           | 
           | Assistant: Sure using just JSON!
           | 
           | Human: The app freezes every time I launch it.
           | 
           | Assistant: {"category": "Technical Issues"}
           | 
           | Human: I think your platform could use a night mode feature.
           | 
           | Assistant: {"category": "Feedback & Suggestions"}
           | 
           | Human: How do I reschedule my consultation?
           | 
           | Assistant: {"category": "Appointments & Scheduling"}
           | 
           | Human: I don't like the new open layout.
           | 
           | Assistant: {"category": "Feedback & Suggestions"}
        
       | LightBug1 wrote:
       | I'm confused. Ok, Bard isn't cutting edge but it's pretty damned
       | good for every day stuff ... and I actually detest Google ... but
       | I've been using it because I'm sick of Edge on my PC and I think
       | the UI is just 'friendlier' and quicker.
       | 
       | N=1
        
         | nacs wrote:
         | Sorry but Bard is terrible and Google knows it.
         | 
         | They've already announced a replacement / better model coming
         | but considering how long Google has been doing the AI thing,
         | it's amazing they dropped the ball this badly.
         | 
         | This investment is Claude sounds like their backup plan.
        
           | fastball wrote:
           | Google literally invented the Transformer architecture, so
           | yes, an impressive dropping of the ball.
        
         | wenc wrote:
         | If you've used the competition (ChatGPT, Claude, even
         | Perplexity free version), you will find that Bard is not good
         | in terms of quality of answers. (I'm forced to use Bard at
         | work. The UI is responsive I'll give you that, but the answers
         | are often more wrong than ChatGPT and Claude)
        
         | staticman2 wrote:
         | Bard is so stupid that I tried the take a picture feature,
         | asked a question about a picture, then when I asked a followup
         | question about the picture it said "Sorry I can't look at
         | pictures."
         | 
         | I do expect it to get much smarter by the end of next year.
        
       | qwertox wrote:
       | Can't wait for the day where it makes sense to export all my
       | ChatGPT history and import it into Google's competition product
       | in order for them to customize my experience.
       | 
       | At this point Google is offering nothing which comes close to
       | ChatGPT, Bard is a laughing stock compared to it. But I don't
       | doubt that Google will catch up and then offer a better
       | experience.
       | 
       | The only thing OpenAI has from me is that (valuable) chat history
       | (and the monthly subscription money), so I wouldn't have any
       | problems with moving away from them once they are no longer in
       | the unique position they're currently in. This is different with
       | Google, which has several orders of magnitude more data about me
       | and which they also do manage for me.
       | 
       | I'm concerned that it's only a matter of time until OpenAi gets
       | hacked and some of the user account's data gets leaked.
        
         | ep_jhu wrote:
         | There's already been hacks with 100k user account data leaked:
         | https://www.bleepingcomputer.com/news/security/over-100-000-...
         | 
         | OpenAI says it was an issue with the user devices not their
         | service, though.
        
         | k4rli wrote:
         | What's the actual big gain of having history? I have it enabled
         | as well and I sometimes jump back into old chats but it's
         | mostly not so useful.
        
           | kmlx wrote:
           | the big gain is for long running queries. i had to refactor a
           | big codebase and i went back to the same conversation
           | numerous times over the course of a month. of course it would
           | sometimes lose context, but having it all in the same place
           | made things very easy for me.
        
       | Taranis wrote:
       | Amazon recently annouced their investment in Anthropic as well.
       | Two, of the largest ad providers on the planet. Invest in the
       | competition so you can have "input" into various aspects of the
       | company, all the while profitting on any sucess.
        
         | edgyquant wrote:
         | I generally agree with this sentiment, but Anthropic has agency
         | and have deemed it acceptable to grant these companies some
         | control.
        
           | ttul wrote:
           | There may be some interest in having access to Google's
           | machine learning hardware as well. What we don't know
           | publicly is the extent of any deals these companies have to
           | share technology and infrastructure. Google is one of the
           | only hyperscalers to have succeeded in building its own ML
           | hardware. That's a key asset.
        
       | OscarTheGrinch wrote:
       | Amzoogle. Coining it here for the benefit of our future
       | Amzooverlords.
        
         | javajosh wrote:
         | "Googazon" has a better ring to it, IMHO.
        
           | mmmm2 wrote:
           | Seems to capture the scale and ridiculousness as well.
        
             | pxeger1 wrote:
             | Amagongle?
        
           | wseqyrku wrote:
           | Ok, Amzoogoogazongle
        
             | malfist wrote:
             | One of amazon's leadership principles is "Think Big" why
             | stop at amazon and google? I propose Amzoogoogazonglezure.
             | 
             | Don't ask me how to pronounce it.
        
             | javajosh wrote:
             | Or perhaps AmazonGoogleKleinerPerkinsKlaxoGoldmanSachs GmbH
        
           | hughesjj wrote:
           | "alphazon"
           | 
           | "Amabet"
        
       | neom wrote:
       | Wonder if Anthropic could end up making FTX shareholders whole
       | given SBF invested quite bit into them a while ago.
        
         | olalonde wrote:
         | That and the crypto bull market. Imagine being SBF and knowing
         | you could have avoided decades in jail if only you hadn't filed
         | for bankruptcy.
        
           | valyagolev wrote:
           | this happened to him several times, and each time he ended up
           | betting it all again. if anthropic would make him whole, he'd
           | bet it all on more bullshit crypto
        
           | da-bacon wrote:
           | If you rob a bank and then win the lottery, you still robbed
           | the bank.
        
             | loeg wrote:
             | Yeah, but also, if the hole is $0 vs $8 billion, you
             | probably get _less_ jail time.
        
               | fastball wrote:
               | Don't be too sure, that's not how it played out for
               | Martin Shkreli.
        
               | loeg wrote:
               | We can never know the outcome of the counterfactual
               | scenario for Shkreli.
        
             | chipgap98 wrote:
             | Totally agree but it is a strange situation. Everyone will
             | probably be made whole now
        
               | phatfish wrote:
               | Feels like the best situation. Those who had their
               | cash/investment misappropriated get it back, and someone
               | who clearly should not have been in a position to have
               | that much responsibility and power has been removed.
        
             | troymc wrote:
             | True, so the bank robber should be tried for bank robbery.
             | 
             | The question here is whether the bank can get back some or
             | all of the stolen money, i.e. can FTX customers get back
             | the money & cryptocurrency they gave to FTX for safe
             | keeping, maybe as shares in Anthropic?
        
           | peter422 wrote:
           | FYI if your creditors are demanding their money back and you
           | don't have it... you really don't have many other options.
           | 
           | The fact that 1 or 2 years later the people will get their
           | money back doesn't mean there was any hope of surviving this
           | a year ago.
        
         | teej wrote:
         | Yep, that's already a given.
        
       | danielovichdk wrote:
       | Does anyone know what clauses OpenAI workers work under in terms
       | of competition trying to pick them up and win them over?
       | 
       | I still don't see any competition to what openai has done and so
       | I expect some heavy rivalry coming up
        
       | xyst wrote:
       | I wonder what the burn rate is for these AI companies. $2b is a
       | shit ton of money but I can easily see it quickly draining with a
       | large team of devs, data scientists, SREs, and misc costs such as
       | specialty hardware and cloud costs.
        
         | skizm wrote:
         | There was an article a while ago about how it costs OpenAI
         | around $700,000 _per day_ to operate. Could be north of $1M  /
         | day now.
        
           | fastball wrote:
           | That's still only $365M per year - $2B would last you 5+
           | years.
        
           | lukevp wrote:
           | Even at $1M/day, the 3 billion from Amazon and Google would
           | last 3000 days, which is ~8.2 years. Nothing to sneeze at!
           | And that's assuming they make no money themselves, which
           | would extend the runway. A billion is a lot of money. I
           | always accidentally think of it as 100 million instead of a
           | thousand million for some reason.
        
           | kubrickslair wrote:
           | They are also have a $1B+ annual run rate [1].
           | 
           | [1] https://www.reuters.com/technology/openai-track-generate-
           | mor...
        
           | typon wrote:
           | Even though 1M/day sounds like a lot, $10B (their funding
           | from Microsoft) would last them 27 years at this rate.
        
         | gtirloni wrote:
         | Right now, it's mostly hardware costs.
        
           | latchkey wrote:
           | Source? I'm guessing salaries aren't cheap either.
        
       | johnwheeler wrote:
       | Google and their also-ran AI. Pichai is the lame duck CEO, Brin
       | and Page are the lame duck founders. Hassabis is a lego nerd.
       | 
       | Company hasn't done shit but shutter products and piss people
       | off, and the search engine is working about as good as AltaVista
       | circa 1999.
       | 
       | Google employees downvoting me
        
         | CuriouslyC wrote:
         | I don't get how Pichai isn't in the crosshairs right now, he
         | must be good at bullshitting the board and shareholders,
         | because things have very clearly been going downhill under his
         | leadership.
        
       | mechanicker wrote:
       | Could it be more to prevent monopoly by their competitor Amazon
       | becoming the biggest investor?
       | 
       | OpenAI gave Microsoft a competitive edge and this could just be a
       | hedge to prevent Amazon from getting even further ahead.
        
       | ta988 wrote:
       | They have no choice their internal models are just ridiculously
       | bad compared to OpenAI. The behemoth is so fat it can't move
       | anymore, this doesn't sound good for the company as a whole and
       | the only thing that keep them afloat is that they are paying to
       | be the default on devices.
        
       | grammers wrote:
       | Google paid $26 billion in 2021 to become the default search
       | engine on browsers and phones - $2B is peanuts to them.
        
       | riku_iki wrote:
       | Anthropic will be interesting company if founders lost voting
       | power in the board, with FTX, Amazon and Google representatives
       | arguing to each other on key decisions protecting their
       | interests.
        
         | jasondclinton wrote:
         | We announced our board structure here:
         | https://www.anthropic.com/index/the-long-term-benefit-trust
         | 
         | Quoting:
         | 
         | """The Trust is an independent body of five financially
         | disinterested members with an authority to select and remove a
         | portion of our Board that will grow over time (ultimately, a
         | majority of our Board). Paired with our Public Benefit
         | Corporation status, the LTBT helps to align our corporate
         | governance with our mission of developing and maintaining
         | advanced AI for the long-term benefit of humanity."""
        
           | riku_iki wrote:
           | > to select and remove a portion of our Board
           | 
           | and how large is that portion?
        
         | caddemon wrote:
         | Who is the FTX representative at this point?
        
       | nextworddev wrote:
       | If anything this is a signal that there's hiccups with Gemini GA
       | or performance
        
       | outside1234 wrote:
       | So the internal effort to build a competitive AI product are
       | going well?
        
       | Jackson__ wrote:
       | Huh, this together with their "Gemini" AI product still not being
       | released does not paint a good picture of progress at the Google
       | DeepMind Team.
        
         | donor20 wrote:
         | Are they the ones doing Bard? I've got a ChatGPT subscription
         | but interested in trying googles product but it says my
         | workspace hadn't enabled bard yet
        
           | gzer0 wrote:
           | You should be able to use Bard with a non-workspace account.
           | Any personal gmail/google account should be able to go
           | directly to https://bard.google.com and agree to the terms
           | and enroll.
        
       | slowhadoken wrote:
       | I feel like Jeff Goldblum in Jurassic Park rn
        
       | taf2 wrote:
       | I hope anthropic improves their api with this money. Having usage
       | information from OpenAI is very nice. Their ai is really good
       | just need to improve their features to support commercial usage
        
       | gzer0 wrote:
       | In my experience, claude.ai outperforms OpenAI's ChatGPT in
       | several key areas. Notably, claude.ai excels in long-tail
       | document reading and recall, demonstrating superior comprehension
       | and information retrieval. Additionally, claude.ai offers
       | enhanced contextual understanding, allowing it to provide more
       | relevant and precise responses.
       | 
       | However, while Claude.ai certainly showcases its strengths in
       | specific areas, it doesn't quite measure up to OpenAI's ChatGPT
       | in terms of adaptability and precision. ChatGPT stands out for
       | its capability to understand intricate queries and produce
       | nuanced, tailored responses.
       | 
       | Both platforms have distinct strengths; I firmly believe they'll
       | evolve to dominate different niches in the AI ecosystem.
        
         | 6gvONxR4sf7o wrote:
         | I've had the opposite experience. Soon after claude 2 came out,
         | i pasted in a long document that started with the document's
         | title and it couldn't answer a "what is the title?" question.
        
         | TeMPOraL wrote:
         | > _In my experience, claude.ai outperforms OpenAI 's ChatGPT in
         | several key areas._
         | 
         | ChatGPT on GPT-3.5? I can buy this. GPT-4? No fucking way. If
         | Claude got anywhere close, this would be front page news in
         | every tech and tech-adjacent outlet.
         | 
         | This has to be said again and again: "ChatGPT" is meaningless
         | without specifying whether you mean GPT-3.5 or GPT-4;
         | statements about "ChatGPT" (or LLMs in general) capability
         | limits are invalid unless tested on GPT-4.
        
           | gzer0 wrote:
           | I have been using GPT since the inception of GPT-2.
           | 
           | You're correct, I should have specified. I rarely if ever use
           | GPT-3.5. I have 7 paid / premium accounts, and I primarily
           | use GPT-4.
        
           | tadfisher wrote:
           | OpenAI does this disservice to themselves by paywalling GPT-4
           | and not 3.5, under the umbrella of "ChatGPT".
        
           | X6S1x6Okd1st wrote:
           | > ChatGPT on GPT-3.5? I can buy this. GPT-4? No fucking way.
           | If Claude got anywhere close, this would be front page news
           | in every tech and tech-adjacent outlet.
           | 
           | Have you compared both? For my use case of generating &
           | modifying simple code & Q&A based off of docs claude is in a
           | similar range to GPT-4 & you can pay as you go instead of 20
           | bucks a month.
        
             | TeMPOraL wrote:
             | GPT-4 is "pay as you go" too if you use it via API. I
             | haven't compared the prices though - for my use cases,
             | which are mostly ad-hoc and manual, the cost doesn't add up
             | to anything particularly noticeable.
        
       | nuancebydefault wrote:
       | Even though Claude sounds French, it seems it is not directly
       | accessible from European countries? I'd love to give it a spin.
        
       | xmglgpeldmg wrote:
       | Is there any significance in Google proper making the investment
       | rather than another arm of Alphabet?
        
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