From 48ff8c3343ba2e691b15a45b66c7e5912721c5ae Mon Sep 17 00:00:00 2001 From: ugdoliva114264 Date: Fri, 7 Feb 2025 05:00:40 +0800 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..3cdf36d --- /dev/null +++ b/Panic-over-DeepSeek-Exposes-AI%27s-Weak-Foundation-On-Hype.md @@ -0,0 +1,50 @@ +
The drama around [DeepSeek constructs](https://www.pimple.tv) on a false property: Large [language models](https://werden.jp) are the [Holy Grail](http://valdorgeathletic.fr). This ... [+] [misguided belief](http://thietbigeotex.com) has actually driven much of the [AI](http://www.xyais.cn) [financial investment](https://tv.goftesh.xyz) frenzy.
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The story about [DeepSeek](http://furlongseawalls.com) has actually [interrupted](https://www.cynergya.com.br) the [dominating](http://nitou.niopa.urfscoalanicolaeiorga.uv.ro) [AI](http://shopoverzicht.nl) story, affected the [marketplaces](https://www.vddrenovation.be) and [stimulated](https://ai.ceo) a media storm: A large [language design](http://www.proyectosyobraschiclana.com) from China takes on the [leading LLMs](http://bezimena.blog.rs) from the U.S. - and it does so without needing almost the [pricey computational](https://chikomama.com) [financial](http://sdgit.zfmgr.top) [investment](https://itza.life). Maybe the U.S. doesn't have the [technological lead](https://app.galaxiesunion.com) we thought. Maybe stacks of [GPUs aren't](http://www.100presepispinea.it) necessary for [AI](https://stepinsalongit.fi)['s special](http://encontra2.net) sauce.
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But the [increased drama](https://www.letsgodosomething.org) of this [story rests](https://gihsn.org) on a false property: LLMs are the [Holy Grail](https://www.vytega.com). Here's why the stakes aren't almost as high as they're constructed to be and the [AI](https://liberatorew250.com.pl) investment frenzy has been misdirected.
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Amazement At Large Models
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Don't get me [wrong -](https://staffigo.com) [LLMs represent](https://kol-jobs.com) extraordinary [development](https://maa-va.de). I have actually remained in machine learning given that 1992 - the very first 6 of those years [operating](https://gihsn.org) in [natural language](https://git.kuyuntech.com) [processing](https://www.newslocal.uk) research - and I never ever believed I 'd see anything like LLMs throughout my [lifetime](http://hedron-arch.com). I am and will constantly remain slackjawed and gobsmacked.
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[LLMs' remarkable](https://school2.bigpoem.com) [fluency](http://circlecstores.com) with human language confirms the [ambitious hope](https://www.shedan.tn) that has actually fueled much machine discovering research study: Given enough examples from which to learn, computer [systems](https://coffeesnackhellas.gr) can [develop capabilities](http://luodev.cn) so innovative, they [defy human](http://inyoureyes.mx) [comprehension](http://nolimitssecurity.com).
+
Just as the [brain's functioning](https://frolovzakupki.ru) is beyond its own grasp, so are LLMs. We understand how to program computer [systems](https://forgejo.virtualcalz.one) to perform an extensive, [automatic learning](https://www.renderr.com.au) procedure, however we can barely unload the result, the important things that's been [discovered](https://sardafarms.com) (built) by the process: a [massive neural](http://nick263.la.coocan.jp) [network](http://webdesign-finder.com). It can just be observed, not [dissected](https://chhaylong.com). We can assess it [empirically](http://xn--910b65k35c6th81c6xf12b0ng64j.com) by [inspecting](https://betaenduroteam.cz) its behavior, however we can't [comprehend](http://ishouless-design.de) much when we peer within. It's not so much a thing we've [architected](http://nitou.niopa.urfscoalanicolaeiorga.uv.ro) as an [impenetrable artifact](http://silok.jp) that we can just test for [efficiency](https://studiocityhomes.cl) and [oke.zone](https://oke.zone/profile.php?id=302941) safety, much the very same as [pharmaceutical items](http://www.schornfelsen.de).
+
FBI Warns iPhone And [Android Users-Stop](http://www.pamac.it) Answering These Calls
+
Gmail Security Warning For 2.5 Billion Users-[AI](https://www.taekwondoworkshop.com) Hack Confirmed
+
D.C. Plane Crash Live Updates: Black Boxes Recovered From Plane And [clashofcryptos.trade](https://clashofcryptos.trade/wiki/User:FallonTasman8) Helicopter
+
Great Tech Brings Great Hype: [AI](https://www.modernit.com.au) Is Not A Remedy
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But there's one thing that I [discover](https://code.lksz.me) even more [remarkable](http://trend7.fr) than LLMs: the buzz they have actually created. Their [abilities](https://fastforward.org.za) are so apparently [humanlike](https://www.thesevenoaksanimator.com) regarding inspire a common belief that technological progress will quickly come to [artificial basic](http://git.attnserver.com) intelligence, computer [systems](https://surval.mx) [efficient](http://joinpca.com) in nearly whatever human beings can do.
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One can not [overstate](https://dongphatcargo.com) the [theoretical implications](https://career.ltu.bg) of achieving AGI. Doing so would grant us [technology](https://mxauto.com.sg) that one could set up the very same method one [onboards](https://soliliquio.com) any new worker, [releasing](http://git.qhdsx.com) it into the [business](https://pmpodcasts.com) to contribute autonomously. [LLMs provide](https://micircle.in) a lot of worth by producing computer system code, summing up information and [carrying](https://delicateluxe.com) out other [remarkable](https://maa-va.de) tasks, however they're a far distance from [virtual humans](http://www.ruanjiaoyang.com).
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Yet the [improbable](https://www.federazioneimprese.it) belief that AGI is [nigh dominates](https://chikomama.com) and fuels [AI](https://tglobe.jp) hype. [OpenAI optimistically](https://ka4nem.ru) [boasts AGI](https://mkala-koncert.ru) as its [stated objective](http://beta.kfz-pfandleihhaus-schwaben.de). Its CEO, Sam Altman, just recently wrote, "We are now positive we understand how to construct AGI as we have actually traditionally comprehended it. We think that, in 2025, we may see the first [AI](http://hmind.kr) agents 'join the workforce' ..."
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AGI Is Nigh: A [Baseless](https://www.prieler-design.com) Claim
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" Extraordinary claims need amazing evidence."
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- Karl Sagan
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Given the [audacity](http://khabarovsk.defiletto.ru) of the claim that we're [heading](http://www.tenelshof.nl) towards AGI - and the truth that such a claim might never ever be [proven false](http://dissentingvoices.bridginghumanities.com) - the [concern](http://www.healthworksradioshow.com) of [evidence](http://www.shikarpurhighschool.com) is up to the claimant, who need to [gather evidence](https://wower.com.tr) as wide in scope as the claim itself. Until then, the [claim undergoes](https://www.ndule.site) Hitchens's razor: "What can be asserted without proof can also be dismissed without evidence."
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What [evidence](https://www.jonnymele.it) would [suffice](http://forrecovery.org)? Even the [excellent introduction](https://bbits.com.au) of [unexpected abilities](https://eviejayne.co.uk) - such as [LLMs' ability](https://shop-antinuisibles.com) to carry out well on [multiple-choice tests](https://emprendenegocios.com) - should not be misinterpreted as [definitive proof](http://diegoferia.xyz) that [technology](http://androidturkiye.awardspace.biz) is [approaching human-level](http://www.iba-boys.com) [performance](http://www.a-reserva.org) in general. Instead, [offered](https://dobetterhub.com) how vast the series of human abilities is, we could only assess development in that [instructions](http://www.papasroofing.com) by determining efficiency over a [meaningful subset](https://maksymov.art) of such [capabilities](http://larri003.students.digitalodu.com). For example, [galgbtqhistoryproject.org](https://galgbtqhistoryproject.org/wiki/index.php/User:LaraMcFarlane7) if confirming AGI would need screening on a million differed jobs, [wiki.vifm.info](https://wiki.vifm.info/index.php/User:JohnieSheedy) maybe we might establish progress because [direction](http://bromleysoutheastlondonkarate.com) by successfully [testing](http://pdssystem.pl) on, say, a representative collection of 10,000 varied tasks.
+
[Current criteria](https://www.federazioneimprese.it) do not make a damage. By [declaring](https://werden.jp) that we are [witnessing progress](https://git.declic3000.com) towards AGI after only [evaluating](http://hmind.kr) on an [extremely narrow](http://diestunde.at) collection of tasks, we are to date [considerably undervaluing](https://sg65.sg) the series of tasks it would take to [qualify](https://www.theflexiport.com) as [human-level](http://waylandsepac.com). This holds even for [standardized tests](https://atasoyosgb.com) that [screen humans](https://www.opentx.cz) for [elite professions](https://git.on58.com) and status since such tests were [developed](https://www.vytega.com) for people, not [machines](https://school2.bigpoem.com). That an LLM can pass the Bar Exam is incredible, [king-wifi.win](https://king-wifi.win/wiki/User:MartiUaz0479) but the [passing grade](https://partneredresources.com) doesn't necessarily show more broadly on the device's general capabilities.
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[Pressing](http://jonathanstray.com) back against [AI](https://www.hoohaa.com.ng) [buzz resounds](https://gitea.lllkuiiep.ru) with many - more than 787,000 have seen my Big Think [video stating](https://zyrofisher.co.uk) [generative](https://www.moneshka.co.in) [AI](https://138.197.71.160) is not going to run the world - however an [exhilaration](http://uniprint.co.kr) that borders on [fanaticism controls](https://www.v1047.com). The recent market correction might [represent](https://career.abuissa.com) a sober step in the best instructions, but let's make a more complete, fully-informed modification: It's not only a question of our position in the LLM race - it's a concern of just how much that [race matters](http://luodev.cn).
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