1 Panic over DeepSeek Exposes AI's Weak Foundation On Hype
carlspeckman68 edited this page 6 months ago


The drama around DeepSeek develops on an incorrect facility: Large language designs are the Holy Grail. This ... [+] misguided belief has driven much of the AI investment craze.

The story about DeepSeek has disrupted the dominating AI narrative, affected the marketplaces and spurred a media storm: A large language model from China contends with the leading LLMs from the U.S. - and it does so without needing nearly the costly computational financial investment. Maybe the U.S. doesn't have the technological lead we believed. Maybe heaps of GPUs aren't needed for AI's unique sauce.

But the heightened drama of this story rests on an incorrect premise: LLMs are the Holy Grail. Here's why the stakes aren't nearly as high as they're constructed out to be and the AI financial investment frenzy has actually been misdirected.

Amazement At Large Language Models

Don't get me incorrect - LLMs represent extraordinary development. I've remained in machine learning since 1992 - the first 6 of those years working in natural language processing research - and I never believed I 'd see anything like LLMs throughout my life time. I am and will constantly stay slackjawed and gobsmacked.

LLMs' astonishing fluency with human language confirms the ambitious hope that has fueled much maker learning research: Given enough examples from which to learn, computer systems can develop abilities so innovative, they defy human comprehension.

Just as the brain's performance is beyond its own grasp, so are LLMs. We know how to set computer systems to carry out an exhaustive, automated knowing process, however we can hardly unpack the result, the thing that's been discovered (developed) by the process: an enormous neural network. It can just be observed, not dissected. We can examine it empirically by examining its habits, however we can't understand 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 efficiency and safety, similar as pharmaceutical products.

FBI Warns iPhone And Android Users-Stop Answering These Calls

Gmail Security Warning For [forum.kepri.bawaslu.go.id](https://forum.kepri.bawaslu.go.id/index.php?action=profile