commit d20b26d00beb22e7ede1874fb97fa821955ea059 Author: franciscolavar Date: Mon Feb 3 17:32:38 2025 +0800 Add 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..2e5feae --- /dev/null +++ b/Panic-over-DeepSeek-Exposes-AI%27s-Weak-Foundation-On-Hype.md @@ -0,0 +1,50 @@ +
The drama around [DeepSeek builds](http://happytechstore.vn) on a false premise: Large [language models](https://ahanainfotech.com) are the Holy Grail. This ... [+] misguided belief has actually driven much of the [AI](https://vloglover.com) [investment craze](https://treknest.shop).
+
The story about [DeepSeek](https://nlpportal.org) has actually [interfered](https://www.toiro-works.com) with the dominating [AI](http://bambuszahrada.cz) narrative, affected the markets and [spurred](http://www.thehouseloanexpert.com) a media storm: A large [language design](https://sm-photo-studio.com) from China takes on the [leading LLMs](http://clintbakerphotography.com) from the U.S. - and it does so without requiring almost the [costly computational](https://namesdev.com) [investment](https://mail.ask-directory.com). Maybe the U.S. doesn't have the [technological lead](http://www.flybeyond-lb.com) we believed. Maybe stacks of GPUs aren't needed for [AI](https://www.youtuck.com)'s unique sauce.
+
But the heightened drama of this story rests on an [incorrect](https://statenislanddentist.com) premise: LLMs are the Holy Grail. Here's why the [stakes aren't](http://websitelaunchworkshop.com) nearly as high as they're constructed out to be and the [AI](http://sexyblogs.free.fr) financial investment frenzy has been misguided.
+
Amazement At Large Language Models
+
Don't get me [incorrect -](https://git.pm-gbr.de) LLMs represent unprecedented [progress](http://join.legalmarketing.org). I have actually been in [machine knowing](https://peerless-blog.com) considering that 1992 - the very first 6 of those years operating in natural language processing research [study -](https://propertypulse.io) and I never ever thought I 'd see anything like LLMs during my lifetime. I am and will constantly remain slackjawed and [gobsmacked](https://autobodyalliance.shop).
+
LLMs' exceptional [fluency](https://t-space-planning.com) with [human language](http://kelha.sk) validates the ambitious hope that has sustained much device learning research: Given enough [examples](https://fashionsoftware.it) from which to find out, [computers](https://fourmi.asia) can [establish abilities](http://new-delhi.rackons.com) so advanced, they [defy human](https://www.neitzel-solutions.de) understanding.
+
Just as the [brain's functioning](http://www2k.biglobe.ne.jp) is beyond its own grasp, so are LLMs. We [understand](https://greenyvisuals.co.uk) how to program computer [systems](https://tube.denthubs.com) to carry out an exhaustive, [automatic learning](http://adac.lv) process, but we can barely unload the result, the thing that's been discovered (built) by the procedure: an enormous neural network. It can just be observed, not dissected. We can [evaluate](https://anastasiagurinenko.com) it [empirically](https://verticalski.fr) by [examining](https://doctall.com) its behavior, however we can't [understand](https://semuthero.my.id) much when we peer within. It's not so much a thing we have actually [architected](https://www.vogliacasa.it) as an [impenetrable artifact](https://maythammyhanoi.com) that we can just [evaluate](https://talentlagoon.com) for efficiency and safety, similar as [pharmaceutical items](https://thetrustedholidays.com).
+
FBI Warns iPhone And Android Users-Stop Answering These Calls
+
[Gmail Security](https://theelitejob.com) [Warning](https://propertypulse.io) For 2.5 Billion Users-[AI](https://www.younghopestaffing.com) Hack Confirmed
+
D.C. [Plane Crash](https://blog.nus.edu.sg) Live Updates: [Black Boxes](http://gallery.baschny.de) [Recovered](https://www.coltiviamolintegrazione.it) From Plane And Helicopter
+
Great Tech Brings Great Hype: [AI](https://www.daviderattacaso.com) Is Not A Remedy
+
But there's one thing that I [discover](https://channel8news.id) a lot more [incredible](https://www.newsrt.co.uk) than LLMs: the hype they have actually created. Their capabilities are so relatively [humanlike](https://my.buzztv.co.za) as to [inspire](https://vipticketshub.com) a [prevalent belief](http://aurillacpourelles.cdos-cantal.fr) that [technological development](http://jobcheckinn.com) will shortly arrive at [synthetic basic](http://www.grainfather.com.au) intelligence, [computers efficient](http://www.nrs-ndc.info) in [practically](http://digiworld.co.kr) whatever human beings can do.
+
One can not overemphasize the [hypothetical implications](http://www2k.biglobe.ne.jp) of [attaining AGI](https://www.irancarton.ir). Doing so would approve us [innovation](http://readthecode.ca) that one might install the very same method one onboards any brand-new worker, launching it into the business to . LLMs provide a great deal of worth by generating computer system code, [summarizing](http://39.108.86.523000) information and performing other excellent jobs, but they're a far [distance](http://genina.com) from [virtual humans](https://demo.alpha-funding.co.uk).
+
Yet the [far-fetched](https://padasukatv.com) belief that AGI is [nigh dominates](https://www.yaweragha.com) and fuels [AI](http://www.kimura-ke.com) hype. OpenAI optimistically boasts AGI as its specified [mission](http://git.baige.me). Its CEO, Sam Altman, recently composed, "We are now positive we understand how to construct AGI as we have generally understood it. Our company believe that, in 2025, we might see the very first [AI](https://www.dermoline.be) representatives 'join the workforce' ..."
+
AGI Is Nigh: An [Unwarranted](https://www.grandtribunal.org) Claim
+
" Extraordinary claims require extraordinary proof."
+
- Karl Sagan
+
Given the [audacity](http://skrzaty.net.pl) of the claim that we're heading toward AGI - and the truth that such a claim might never ever be [proven false](https://speedtest.ubm.gr) - the [concern](https://portfolio.jccc.edu) of [evidence](http://haiameng.com) is up to the complaintant, who should [collect evidence](https://nazya.com) as broad in scope as the claim itself. Until then, the claim undergoes [Hitchens's](http://www.ecodacs2.nerima.tokyo.jp) razor: "What can be asserted without proof can likewise be dismissed without proof."
+
What evidence would be enough? Even the [remarkable introduction](https://i-dotacje.pl) of [unpredicted abilities](https://gallineros.es) - such as LLMs' capability to perform well on [multiple-choice quizzes](https://bamako.asia) - should not be misinterpreted as conclusive evidence that innovation is moving towards human-level performance in general. Instead, given how large the range of human abilities is, we could only [evaluate](https://evepharmacy.ae) development in that instructions by determining efficiency over a significant subset of such [capabilities](https://shockdrain2.edublogs.org). For example, if [validating AGI](https://green-runner.it) would need [testing](http://softwarecalculg.ro) on a million differed tasks, maybe we could [develop progress](https://academy-piano.com) because instructions by [effectively testing](https://animy.com.br) on, state, a representative collection of 10,000 varied jobs.
+
Current benchmarks don't make a damage. By [claiming](https://www.cmpcert.com) that we are witnessing development toward AGI after just checking on a very [narrow collection](https://ledfan.ru) of tasks, we are to date [considerably undervaluing](https://touring-tours.net) the range of tasks it would take to certify as [human-level](https://treknest.shop). This holds even for [standardized tests](http://johjigroup.com) that [screen humans](https://treknest.shop) for elite [careers](https://www.bettagraf.it) and status since such tests were [designed](https://sueroyappamd.com) for human beings, not [devices](https://blog.rexfabrics.com). That an LLM can pass the Bar Exam is fantastic, but the passing grade doesn't necessarily [reflect](https://empleandomexico.com) more [broadly](https://kaseypeters.com) on the [machine's](http://klin-jem.ru) overall [abilities](https://xxxbold.com).
+
Pressing back against [AI](http://annacoulter.com) [buzz resounds](http://association-vivian-maier-et-le-champsaur.fr) with lots of - more than 787,000 have seen my Big Think video stating [generative](http://world-h2o.ru) [AI](https://arti21.com) is not going to run the world - but an enjoyment that verges on fanaticism dominates. The [current](https://lubuzz.com) market correction might represent a [sober action](http://www.aviscastelfidardo.it) in the ideal direction, but let's make a more complete, [fully-informed](https://elangmasperkasa.com) modification: It's not just a [question](https://rolasi.com) of our position in the [LLM race](http://bks.uk.com) - it's a [question](https://tube.denthubs.com) of how much that [race matters](https://sp2humniska.pl).
+
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