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Panic over DeepSeek Exposes AI's Weak Foundation On Hype
marianax940681 edited this page 2025-02-05 14:30:14 +11:00


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

The story about DeepSeek has actually interrupted the dominating AI story, impacted the marketplaces and spurred a media storm: archmageriseswiki.com A big language design from China completes with the leading LLMs from the U.S. - and it does so without needing nearly the costly computational investment. Maybe the U.S. doesn't have the technological lead we thought. Maybe stacks of GPUs aren't needed 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 nearly as high as they're constructed to be and the AI craze has actually been misdirected.

Amazement At Large Language Models

Don't get me wrong - LLMs represent unprecedented progress. I have actually remained in maker learning since 1992 - the very first 6 of those years working in natural language processing research study - and I never thought I 'd see anything like LLMs throughout my lifetime. I am and will constantly stay slackjawed and gobsmacked.

LLMs' remarkable fluency with human language confirms the ambitious hope that has fueled much maker finding out research study: Given enough examples from which to learn, computers can establish capabilities so innovative, they defy human understanding.

Just as the brain's performance is beyond its own grasp, so are LLMs. We understand how to configure computer systems to perform an exhaustive, automated knowing process, however we can barely unload the result, the thing that's been discovered (developed) by the process: an enormous neural network. It can only be observed, [forum.batman.gainedge.org](https://forum.batman.gainedge.org/index.php?action=profile