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Invest Like the Best with Patrick O'Shaughnessy cover image

Martin Casado - Entering Uncharted AI Territory - [Invest Like the Best, EP.381]

Invest Like the Best with Patrick O'Shaughnessy

INSIGHT

AI vs. Human Brain Efficiency

The human brain's power consumption is remarkably low, around 20 watts, setting a high bar for AI efficiency. AI excels in tasks involving creativity and language reasoning, functions handled by the newer, less optimized prefrontal cortex. Navigating the real world, however, remains a challenge for AI, due to human proficiency and economic factors. An important consideration is whether AI models truly understand the world or simply reproduce human-created data. The vast amount of written language accumulated over 3,000 years serves as training data for LLMs. The question is whether these models merely learn the structure of these tokens or capture fundamental aspects of the world. In contrast to language, robots must interact with the physical world, which is inherently complex, chaotic, and fractal.

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