Panic over DeepSeek Exposes AI's Weak Foundation On Hype
Clifton Moncrieff upravil tuto stránku před 7 měsíci


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

The story about DeepSeek has disrupted the prevailing AI story, affected the markets and stimulated a media storm: A large language model from China competes with the leading LLMs from the U.S. - and it does so without needing almost the costly computational financial investment. Maybe the U.S. does not have the technological lead we thought. Maybe heaps of GPUs aren't necessary for AI's unique sauce.

But the increased 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 investment frenzy has actually been misguided.

Amazement At Large Language Models

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

LLMs' incredible fluency with human language validates the ambitious hope that has fueled much maker finding out research: Given enough examples from which to find out, computers can develop capabilities so advanced, they defy human understanding.

Just as the brain's functioning is beyond its own grasp, so are LLMs. We understand how to set computers to perform an extensive, automatic knowing process, [forum.batman.gainedge.org](https://forum.batman.gainedge.org/index.php?action=profile