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#5 – Yann LeCun: AI Dynamics and Regulation

Scaling Theory

NOTE

Text as a Foundation of Knowledge

Text serves as a distilled source of knowledge, built upon the foundation of basic knowledge derived from human experience of the physical world. Without this experiential learning, current LLMs cannot achieve human-level intelligence. To reach human intelligence levels, a system must be trained to understand the physical world, similar to how babies learn in their early months of life. This requires a vast amount of data to reach the same intelligence level as humans, akin to how children learn by observation and exposure to various senses.

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