Accelerated Understanding

[TV and credit cards]

Nature-centric model.

While systems like ChatGPT were created with the world's text data, letting them predict the right next word in a sentence when talking to users, this alternative AI has learned to predict physical phenomena in space and time. It dispensed with the Google-invented Transformer architecture — the "T" in ChatGPT — and instead processes physics data based on technology that Anandkumar helped pioneer years ⁠ago, called neural operators.
"The language-centric view of intelligence is humans at the center. Putting physics at the center is a nature-centric view," said Anandkumar, a Caltech professor of computing and mathematical sciences.

Some bold statements. And it seems like it got Huang all excited so maybe there's something here.
Accelerated Understanding

 

[steve_bank]

Yes, AI lerns from what is.

"The language-centric view of intelligence is humans at the center."

The old arguments on what is intelligence and the human eccentric view of intelligence.

In 50s 60s school was taught humans are superior by virtue of opposing thumb and forefinger(tool making) and language.

Learn from nature? Kill or be killed, predator and prey?

Back in the 80s artificial intelligence was the idea of reducing human knowledge and experience in a field to a set of rules and dependencies that could be evaluated on a computer. Numbers of rules and coompexity impossible for a humn to evaluate.

It was incorporated into engineering computer aided design software and had an effect. It reduced skill levels to do tasks.

Machine vision and object recgnition is AI. Mimicking human perception.

AC artificial consignees was abut a tinging machine.