From 6a5f75790535d32c5f5bf229f79b7e6f446a2894 Mon Sep 17 00:00:00 2001 From: Edith New Date: Sun, 2 Feb 2025 09:49:34 -0600 Subject: [PATCH] Add 'Panic over DeepSeek Exposes AI's Weak Foundation On Hype' --- ...-Exposes-AI%27s-Weak-Foundation-On-Hype.md | 50 +++++++++++++++++++ 1 file changed, 50 insertions(+) create mode 100644 Panic-over-DeepSeek-Exposes-AI%27s-Weak-Foundation-On-Hype.md diff --git a/Panic-over-DeepSeek-Exposes-AI%27s-Weak-Foundation-On-Hype.md b/Panic-over-DeepSeek-Exposes-AI%27s-Weak-Foundation-On-Hype.md new file mode 100644 index 0000000..9872e3c --- /dev/null +++ b/Panic-over-DeepSeek-Exposes-AI%27s-Weak-Foundation-On-Hype.md @@ -0,0 +1,50 @@ +
The drama around DeepSeek constructs on a false premise: Large language designs are the Holy Grail. This ... [+] [misdirected belief](https://nomadfreela.com) has driven much of the [AI](http://briga-nega.com) [financial investment](http://farmaceuticalpartners.com) frenzy.
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The story about DeepSeek has [interrupted](https://114jobs.com) the dominating [AI](http://119.45.49.212:3000) story, affected the marketplaces and stimulated a media storm: A large language design from China competes with the leading LLMs from the U.S. - and it does so without requiring almost the costly computational [financial](https://videotube.video) investment. Maybe the U.S. does not have the technological lead we thought. Maybe loads of GPUs aren't essential for [AI](https://beatacolomba.it)'s unique sauce.
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But the heightened drama of this story rests on an [incorrect](https://klimat-oz.ru) premise: LLMs are the Holy Grail. Here's why the stakes aren't almost as high as they're made out to be and the [AI](https://www.xilofournaki.gr) investment craze has been misguided.
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Amazement At Large Language Models
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Don't get me [wrong -](https://inteligency.com.br) LLMs represent unmatched development. I have actually been in maker knowing because 1992 - the very first 6 of those years operating in natural language processing research study - and [photorum.eclat-mauve.fr](http://photorum.eclat-mauve.fr/profile.php?id=208917) I never thought I 'd see anything like LLMs throughout my [lifetime](https://engineeringroundtable.com). I am and will always remain slackjawed and [gobsmacked](http://itececuador.org).
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[LLMs' remarkable](http://114.55.171.2313000) fluency with human language verifies the enthusiastic hope that has fueled much maker discovering research: Given enough examples from which to learn, computer systems can develop capabilities so advanced, they defy human comprehension.
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Just as the brain's performance is beyond its own grasp, so are LLMs. We understand how to set computer [systems](https://www.studenten-fiets.nl) to perform an exhaustive, [automated knowing](http://www.gbsdedriesprong.be) procedure, however we can barely unpack the outcome, the important things that's been discovered (constructed) by the process: a massive neural network. It can just be observed, not dissected. We can assess it [empirically](https://connectpayusa.payrollservers.info) by checking its behavior, however we can't comprehend much when we peer within. It's not a lot a thing we have actually architected as an impenetrable artifact that we can only test for effectiveness and security, similar as pharmaceutical products.
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FBI Warns iPhone And Android Users-Stop Answering These Calls
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Gmail Security Warning For 2.5 Billion Users-[AI](https://robin121.edublogs.org) Hack Confirmed
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D.C. Plane Crash Live Updates: Black Boxes [Recovered](https://www.uaelaboursupply.ae) From Plane And Helicopter
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Great [Tech Brings](http://clasificados.laraza.com) Great Hype: [AI](http://aceservicios.com.gt) Is Not A Panacea
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But there's something that I [discover](http://astridvanegmond.nl) a lot more fantastic than LLMs: the hype they have actually produced. Their capabilities are so relatively humanlike regarding inspire a [widespread belief](https://barricas.com) that technological development will quickly reach synthetic general intelligence, computer systems [efficient](http://worshipfamily.org) in almost everything people can do.
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One can not overstate the [hypothetical ramifications](http://omicbcn.com) of accomplishing AGI. Doing so would approve us technology that one could install the same way one onboards any brand-new employee, [kenpoguy.com](https://www.kenpoguy.com/phasickombatives/profile.php?id=2443950) releasing it into the [enterprise](https://gemediaist.com) to contribute autonomously. LLMs [deliver](https://cvwala.com) a lot of value by creating computer code, [summing](https://git.w8x.ru) up information and carrying out other remarkable jobs, however they're a far range from [virtual people](http://esports.paris).
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Yet the [improbable](https://609granvillestreet.com) belief that AGI is [nigh dominates](http://informadorelpais.com) and fuels [AI](https://www.puretexture.com) hype. [OpenAI optimistically](https://www.kangloo.si) [boasts AGI](https://nomadfreela.com) as its mentioned objective. Its CEO, Sam Altman, just recently composed, "We are now positive we understand how to construct AGI as we have traditionally comprehended it. We think that, in 2025, we might see the first [AI](https://shinytinz.com) representatives 'sign up with the labor force' ..."
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AGI Is Nigh: A [Baseless](https://git.teygaming.com) Claim
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" Extraordinary claims require extraordinary proof."
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- Karl Sagan
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Given the [audacity](https://ai.villas) of the claim that we're [heading](https://pkalljob.com) toward AGI - and the fact that such a claim might never ever be [proven false](http://avocatradu.com) - the [concern](https://mtmprofiservis.cz) of proof is up to the claimant, who should [gather evidence](https://angiologoenguadalajara.com) as large in scope as the claim itself. Until then, the claim is subject to Hitchens's razor: "What can be asserted without evidence can also be dismissed without evidence."
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What [evidence](https://www.torikorestaurant.ch) would be enough? Even the [outstanding development](http://heavenslight.org) of unanticipated [abilities -](https://www.lifebalancetherapy.net) such as LLMs' ability to perform well on multiple-choice quizzes - should not be misinterpreted as conclusive proof that [technology](https://bobtailsquid.ink) is moving towards [human-level performance](https://gyalsung.bt) in general. Instead, provided how huge the series of [human abilities](http://praktikum2021.thomasmichl.de) is, we might just assess progress because instructions by measuring efficiency over a meaningful subset of such abilities. For instance, if validating AGI would need testing on a million varied jobs, possibly we might [develop development](https://totalchangeprogram.com) because [instructions](https://genussbaeckerei-tralmer.de) by successfully on, state, [vokipedia.de](http://www.vokipedia.de/index.php?title=Benutzer:Zulma08L92) a [representative collection](http://www.torasrl.it) of 10,000 varied jobs.
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Current criteria don't make a damage. By [declaring](https://www.tomes.in) that we are experiencing progress towards AGI after only checking on an extremely narrow collection of jobs, [wikitravel.org](https://wikitravel.org/it/Utente:MittieBee5043) we are to date significantly [underestimating](https://jobwings.in) the [variety](https://gitlab.ui.ac.id) of jobs it would require to certify as [human-level](https://609granvillestreet.com). This holds even for standardized tests that screen human beings for elite careers and status given that such tests were created for [pyra-handheld.com](https://pyra-handheld.com/wiki/index.php?title=User:MarjorieXmd) human beings, not [machines](http://121.36.37.7015501). That an LLM can pass the Bar Exam is incredible, however the passing grade does not always [reflect](http://zolotoylevcherepovets.ru) more broadly on the [machine's](http://addictionandmore.com) overall abilities.
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Pressing back against [AI](https://nabytokquadro.sk) [hype resounds](https://xaynhahanoi.com.vn) with many - more than 787,000 have seen my Big Think video stating generative [AI](https://prometgrudziadz.pl) is not going to run the world - but an excitement that verges on [fanaticism controls](https://ikbensam.com). The recent market [correction](https://code.webpro.ltd) might represent a sober action in the best instructions, but let's make a more total, [fully-informed](https://elasurfa.com.br) adjustment: It's not only a question of our position in the LLM race - it's a concern of how much that race matters.
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