Although we process information, we do not do it the way that computers do.” Even to ask the question, he argues, of “whether a computer has captured the essence of human reason is a diversion, if not a trap, because the real question — do humans understand the essence of humans? — cannot be answered or resolved by technology.”

LeCun points to four essential characteristics of human intelligence that current AI systems, including LLMs, can’t replicate: reasoning, planning, persistent memory, and understanding the physical world. He stresses that LLMs’ reliance on textual data severely limits their understanding of reality: “We’re easily fooled into thinking they are... See more

I want to see more tools and fewer operated machines - we should be embracing our humanity instead of blindly improving efficiency. And that involves using our new AI technology in more deft ways than generating more content for humans to evaluate. I believe the real game changers are going to have very little to do with plain content generation.

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