TED Talks Daily

With spatial intelligence, AI will understand the real world | Fei-Fei Li

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May 15, 2024
Fei-Fei Li, an AI pioneer and founding director of the Stanford Institute for Human-Centered AI, explores the groundbreaking evolution of spatial intelligence in machines. She discusses how this capability enables AI to process visual data and interact meaningfully with our world. From advancements in generative AI that transform text into visuals to algorithms turning images into 3D spaces, Li highlights the potential for robots to learn and execute tasks through verbal instructions. She also emphasizes the transformative effects of AI in healthcare, prioritizing human-centered technologies.
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ANECDOTE

The Cambrian Explosion

  • 540 million years ago, the world was dark, not from lack of light, but lack of sight.
  • Trilobites, the first organisms to sense light, ushered in the Cambrian Explosion and the evolution of intelligence.
INSIGHT

Modern AI Advancements

  • We're creating machines to see intelligently, building on the convergence of neural networks, GPUs, and big data.
  • AI can now generate novel photos and videos from text prompts, showcasing advancements like Sora and Walt.
INSIGHT

Spatial Intelligence

  • Seeing is not enough; we want AI that can act and learn in 3D space and time, powered by spatial intelligence.
  • This involves translating 2D images into 3D information, mimicking nature's process.
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