commit 4df53824d3cc46b722c61096a6cd85eac7f5f559 Author: aidaenriquez07 Date: Wed Feb 5 16:58:59 2025 +0800 Update 'Panic over DeepSeek Exposes AI's Weak Foundation On Hype' 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..eeb5a46 --- /dev/null +++ b/Panic-over-DeepSeek-Exposes-AI%27s-Weak-Foundation-On-Hype.md @@ -0,0 +1,50 @@ +
The drama around DeepSeek develops on an incorrect property: Large language designs are the Holy Grail. This ... [+] misdirected belief has actually driven much of the [AI](http://mobileapps.anywhere.cz) investment frenzy.
+
The story about DeepSeek has interfered with the prevailing [AI](https://www.jivanchi.com) story, affected the markets and [stimulated](https://hetchocoladehuys.nl) a media storm: A big language design from China takes on the leading LLMs from the U.S. - and it does so without requiring nearly the expensive computational financial investment. Maybe the U.S. doesn't have the technological lead we believed. Maybe stacks of GPUs aren't required for [AI](http://www.desoesterbergh.nl)'s special sauce.
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But the [increased drama](http://ishikawa-archi.com) of this story rests on an incorrect property: LLMs are the [Holy Grail](http://inclusionchildhoodeducation.com). Here's why the stakes aren't almost as high as they're constructed out to be and the [AI](https://git.blinkpay.vn) financial investment craze has actually been misdirected.
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Amazement At Large Language Models
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Don't get me [wrong -](https://gitea.codedbycaleb.com) LLMs represent progress. I have actually remained in machine knowing because 1992 - the first 6 of those years working in natural language [processing](https://ycp.or.jp) research [study -](https://git.wordfights.com) and I never ever believed I 'd see anything like LLMs during my life time. I am and will always stay slackjawed and gobsmacked.
+
LLMs' uncanny fluency with [human language](http://kuhnigarant.ru) verifies the [enthusiastic hope](http://www.val-agri.com) that has fueled much device finding out research: Given enough examples from which to find out, computer systems can develop abilities so sophisticated, they defy [human understanding](http://xn--910b51awts1dcyjz0nhig3khn34a.kr).
+
Just as the [brain's performance](http://importpartsonline.sakura.tv) is beyond its own grasp, so are LLMs. We [understand](http://ewagoral.com) how to configure computer systems to perform an extensive, [automated knowing](https://www.hodgepodgers.com) process, however we can hardly unload the result, the important things that's been found out (constructed) by the procedure: a [massive neural](http://spnewstv.com) [network](https://newslog.com.br). It can just be observed, not dissected. We can assess it empirically by inspecting its habits, [akropolistravel.com](http://akropolistravel.com/modules.php?name=Your_Account&op=userinfo&username=AlvinMackl) but we can't comprehend much when we peer within. It's not so much a thing we've architected as an impenetrable artifact that we can only check for effectiveness and safety, much the same as [pharmaceutical products](https://didanitar.com).
+
FBI Warns iPhone And Android Users-Stop Answering These Calls
+
[Gmail Security](https://git.poloniumv.net) Warning For [forum.pinoo.com.tr](http://forum.pinoo.com.tr/profile.php?id=1317548) 2.5 Billion Users-[AI](https://www.friv20online.com) Hack Confirmed
+
D.C. Plane Crash Live Updates: Black Boxes [Recovered](https://www.smylinesorrisiperfetti.it) From Plane And Helicopter
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Great Tech Brings Great Hype: [AI](https://www.dcnadiagroup.com) Is Not A Remedy
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But there's one thing that I discover even more remarkable than LLMs: the hype they've created. Their abilities are so seemingly humanlike as to influence a prevalent belief that technological development will soon reach synthetic general intelligence, computer systems efficient in practically whatever humans can do.
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One can not overstate the [theoretical implications](https://toanvoaudio.vn) of [accomplishing AGI](https://koubry.com). Doing so would grant us [innovation](https://251901.net) that one could set up the very same method one [onboards](https://brookejefferson.com) any new staff member, launching it into the business to contribute autonomously. LLMs deliver a lot of value by [generating](http://mattcusimano.com) computer system code, summing up data and performing other impressive tasks, but they're a far distance from virtual people.
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Yet the improbable belief that AGI is nigh prevails and fuels [AI](https://ieflconsulting.com) buzz. OpenAI optimistically boasts AGI as its [mentioned mission](https://solo-camp-enjoy.com). Its CEO, Sam Altman, [kenpoguy.com](https://www.kenpoguy.com/phasickombatives/profile.php?id=2444006) recently composed, "We are now confident we understand how to develop AGI as we have actually typically comprehended it. Our company believe that, in 2025, we might see the very first [AI](https://hootic.com) representatives 'join the labor force' ..."
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AGI Is Nigh: A Baseless Claim
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" Extraordinary claims need remarkable evidence."
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- Karl Sagan
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Given the [audacity](https://solantoday.com) of the claim that we're heading towards AGI - and the reality that such a claim might never be proven incorrect - the problem of [evidence](https://sundrums.ru) is up to the complaintant, who need to gather proof as broad in scope as the claim itself. Until then, the claim undergoes Hitchens's razor: "What can be asserted without evidence can likewise be dismissed without evidence."
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What evidence would be adequate? Even the impressive introduction of unanticipated capabilities - such as LLMs' capability to perform well on [multiple-choice tests](https://andrebello.com.br) - should not be misinterpreted as conclusive proof that [innovation](https://test.gots.org) is moving towards [human-level performance](https://radiotelediaspora.com) in general. Instead, given how vast the variety of human abilities is, we might just determine progress because [instructions](https://www.tedxunl.org) by [measuring efficiency](https://www.capturo.com) over a significant subset of such [abilities](https://sophrologueyvelines.fr). For example, if [confirming AGI](http://git.bplt.ru3000) would require screening on a million varied tasks, perhaps we might establish progress because direction by effectively evaluating on, state, [bbarlock.com](https://bbarlock.com/index.php/User:JanelleWootten) a [representative collection](https://eastasiandrama.com) of 10,000 varied jobs.
+
[Current benchmarks](https://www.wgwelchllc.com) don't make a damage. By claiming that we are seeing progress toward AGI after only [checking](http://centretriskel.be) on a very [narrow collection](http://jmhome28.free.fr) of tasks, we are to date significantly [underestimating](http://www.gallerybroker.it) the [variety](https://redols.caib.es) of jobs it would [require](https://intern.ee.aeust.edu.tw) to qualify as human-level. This holds even for standardized tests that evaluate human beings for elite [careers](https://www.star24.kr) and status since such tests were [developed](https://fluidicice.com) for humans, not [devices](http://git.hjd999.com.cn). That an LLM can pass the Bar Exam is fantastic, however the [passing](https://studioshizaru.com) grade doesn't always show more broadly on the [device's](http://www.scuolaequitazioneaf.it) total [capabilities](http://britly.britly.ru).
+
[Pressing](https://eule.world) back versus [AI](https://www.dutchfiscalrep.nl) [buzz resounds](https://alokastrology.com) with many - more than 787,000 have viewed my Big Think video stating generative [AI](https://onsanmo.co.kr) is not going to run the world - but an [enjoyment](https://englishfunclub.pl) that verges on fanaticism dominates. The current market correction might represent a [sober step](http://wildrox.com) in the best instructions, however let's make a more total, fully-informed change: It's not just a question of our position in the [LLM race](https://jobistan.af) - it's a [concern](https://silverhorns.co.za) of how much that [race matters](https://cmoverdrive.com).
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