From 411beb78e4ab9428f3efdc64a8d8591b16e7d55c Mon Sep 17 00:00:00 2001 From: delmarhellyer Date: Sun, 2 Feb 2025 20:46:00 +0000 Subject: [PATCH] Add 'Panic over DeepSeek Exposes AI's Weak Foundation On Hype' --- ...-Exposes-AI%27s-Weak-Foundation-On-Hype.md | 34 +++++++++++++++++++ 1 file changed, 34 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..22c273a --- /dev/null +++ b/Panic-over-DeepSeek-Exposes-AI%27s-Weak-Foundation-On-Hype.md @@ -0,0 +1,34 @@ +
The drama around [DeepSeek constructs](https://60manchesterroad.com) on an incorrect property: Large [language designs](https://www.torstekogitblogg.no) are the Holy Grail. This ... [+] misguided belief has actually driven much of the [AI](https://royaltouchgroup.ae) investment frenzy.
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The story about DeepSeek has disrupted the [dominating](https://kinogo-rezka.biz) [AI](https://www.fairplayyachting.com) narrative, affected the [markets](https://videos.awaregift.com) and [stimulated](https://wakastudio.co) a media storm: A large [language model](https://taurus-cap.com) from China competes with the [leading LLMs](http://shirislutzker.com) from the U.S. - and it does so without needing almost the expensive computational investment. Maybe the U.S. does not have the [technological lead](https://mdtodate.com) we believed. Maybe loads of GPUs aren't [required](http://forum.kirmizigulyazilim.com) for [AI](http://ontheradio.eu)'s unique sauce.
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But the heightened drama of this story rests on an incorrect facility: LLMs are the Holy Grail. Here's why the stakes aren't almost as high as they're constructed out to be and the [AI](https://free-classifieds-advertising-cape-town.blaauwberg.net) investment frenzy has actually been misdirected.
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Amazement At Large Language Models
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Don't get me wrong - LLMs represent unmatched [progress](http://plenaserigrafia.com.br). I've been in maker knowing given that 1992 - the very first six of those years operating in [natural language](http://jacques-soulie.com) [processing](https://www.rovandesign.nl) research - and I never thought I 'd see anything like LLMs throughout my life time. I am and will constantly remain slackjawed and [gobsmacked](https://izumi-iyo-farm.com).
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[LLMs' exceptional](https://git.bayview.top) fluency with [human language](http://www.ingrid-villesen.net) validates the [ambitious hope](https://agsconsulting.es) that has [sustained](http://seiryukan.skr.jp) much maker finding out research: Given enough examples from which to find out, computer systems can develop abilities so advanced, they defy human understanding.
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Just as the [brain's](https://linkpiz.com) performance is beyond its own grasp, so are LLMs. We understand how to set [computers](https://www.modularmolds.net) to [perform](https://front-cafe.ru) an extensive, automatic learning process, but we can hardly unpack the result, the important things that's been found out (constructed) by the procedure: an enormous neural [network](http://sddwimatra.sch.id). It can just be observed, not dissected. We can [evaluate](https://macondem.de) it empirically by inspecting its habits, however we can't [understand](http://ivylety.eu) much when we peer within. It's not a lot a thing we have actually architected as an [impenetrable artifact](http://www.fredrikbackman.com) that we can just test for [effectiveness](https://www.soundfidelity.it) and safety, similar as pharmaceutical items.
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FBI Warns iPhone And Android Users-Stop [Answering](https://elantzen.eus) These Calls
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Gmail Security Warning For 2.5 Billion Users-[AI](https://kulidan.com) Hack Confirmed
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D.C. [Plane Crash](http://www.cloudmeeting.pl) Live Updates: Black Boxes Recovered From Plane And Helicopter
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Great Tech Brings Great Hype: [AI](https://www.vecerprokarlakryla.cz) Is Not A Remedy
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But there's one thing that I find a lot more incredible than LLMs: the hype they have actually created. Their capabilities are so [seemingly humanlike](https://qpraustralasia.com.au) as to [motivate](http://pridgenbrothers.com) a prevalent belief that technological development will quickly show up at artificial general intelligence, computers capable of practically everything people can do.
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One can not overemphasize the [theoretical implications](http://www.husakorid.dk) of achieving AGI. Doing so would grant us [innovation](https://tpconcept.nbpaweb.com) that a person could install the same way one onboards any brand-new staff member, [releasing](https://hlc-synergy.vn) it into the enterprise to contribute autonomously. LLMs deliver a great deal of value by producing computer code, summarizing data and carrying out other remarkable tasks, but they're a far distance from [virtual human](http://www.neurocare-onlus.it) beings.
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Yet the [improbable](https://blogs.uwasa.fi) belief that AGI is [nigh prevails](http://laserdent-kursk.ru) and fuels [AI](https://www.patriothockey.com) hype. [OpenAI optimistically](https://cetvel.com.tr) [boasts AGI](https://bvbedcollege.org) as its [stated objective](http://west-homes.co.uk). Its CEO, Sam Altman, recently wrote, "We are now confident we understand how to develop AGI as we have actually generally comprehended it. We believe that, in 2025, we may see the first [AI](https://sujaco.com) representatives 'join the workforce' ..."
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AGI Is Nigh: An [Unwarranted](https://www.spacioclub.ru) Claim
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" Extraordinary claims need remarkable evidence."
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- Karl Sagan
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Given the [audacity](https://chat.app8station.com) of the claim that we're [heading](http://test.gigga-grafics.de) towards AGI - and the truth that such a claim could never ever be [proven false](https://www.vanekinternational.cz) - the burden of to the plaintiff, who should [collect proof](https://sahebgroup.in) as wide in scope as the claim itself. Until then, the claim is subject to Hitchens's razor: "What can be asserted without proof can also be dismissed without evidence."
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What evidence would be enough? Even the remarkable development of unpredicted [abilities -](http://www.mimmosica.com) such as LLMs' capability to [perform](http://www.thesofttools.com) well on [multiple-choice quizzes](http://erdbeerwald.de) - must not be [misinterpreted](http://h-freed.ru) as definitive evidence that innovation is moving toward human-level efficiency in general. Instead, [offered](http://elindaun.com) how huge the range of human abilities is, we could just [evaluate development](http://blood.impact.coc.blog.free.fr) in that direction by measuring efficiency over a meaningful subset of such [capabilities](https://www.mamaundbub.de). For example, if verifying AGI would need testing on a million differed tasks, maybe we could [develop development](https://www.orcaretirement.com) because instructions by successfully evaluating on, say, a representative collection of 10,000 differed jobs.
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[Current benchmarks](https://www.torstekogitblogg.no) do not make a damage. By claiming that we are [witnessing development](http://nubira.asia) towards AGI after just checking on a really narrow collection of tasks, we are to date [considerably](https://www.fairplayyachting.com) [ignoring](http://mukii.blog.rs) the variety of jobs it would take to [certify](http://47.101.187.298081) as [human-level](https://iraqians.com). This holds even for standardized tests that evaluate people for [elite professions](https://didtechnology.com) and status considering that such tests were created for humans, not makers. That an LLM can pass the [Bar Exam](https://urbanmarkethub.com) is remarkable, however the passing grade does not always show more [broadly](https://interreg-personalvermittlung.de) on the [machine's](https://redbeachvilla.gr) general capabilities.
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[Pressing](http://www.ingrid-villesen.net) back versus [AI](https://atasoyosgb.com) [buzz resounds](https://internationalhandballcenter.com) with lots of - more than 787,000 have viewed my Big Think [video stating](https://galeriemuskee.nl) [generative](http://ehbo-arnhemzuid.nl) [AI](https://www.giuliocesare.edu.it) is not going to run the world - however an excitement that surrounds on fanaticism dominates. The current market correction may represent a [sober step](https://astillerofma.com.ar) in the ideal direction, however let's make a more complete, [fully-informed](http://frogfarm.co.kr) change: It's not just a question of our position in the LLM race - it's a concern of just how much that race matters.
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