"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis cover image

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

2028 AGI, New Architectures, and Aligning Superhuman Models with Shane Legg, Deepmind Founder, on The Dwarkesh Podcast

Jan 4, 2024
50:17
Snipd AI
Shane Legg, Cofounder at Deepmind, shares insights on AGI's timeline, new architectures, and the future of multimodal AI. They discuss measuring progress towards AGI, aligning AI models ethically, scaling systems, Deepmind's influence, and the limitations of current models.
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Podcast summary created with Snipd AI

Quick takeaways

  • Measuring progress towards AGI requires comprehensive tests of cognitive tasks comparable to human performance.
  • Improving language models for AGI requires efficient memory systems for rapid learning and sample efficiency.

Deep dives

AGI Measurement and Progress

The podcast discusses how to measure progress in achieving AGI (Artificial General Intelligence) and the challenges in doing so. It emphasizes the need to measure performance in various cognitive tasks that humans can do and compares it to human performance. It suggests that having a comprehensive set of tests covering different cognitive tasks and achieving performance comparable to humans in those tasks could indicate the presence of AGI.

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