Fei-Fei Li: 540 million years of vision evolution drove the development of intelligence

rohanpaul_ai · x · 2026-09-18

In Stanford's deep learning for computer vision course, Fei-Fei Li argues that evolutionary forces drove intelligence to emerge because of the onset of vision and tactile sensing — the two oldest animal senses. In her framing, 540 million years of vision evolution is the evolution of intelligence: vision as a primary sense drove the development of nervous systems, and nearly all animals today rely on it. She recommends the full Stanford YouTube lecture series.

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