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Lex Fridman Podcast

#416 – Yann Lecun: Meta AI, Open Source, Limits of LLMs, AGI & the Future of AI

Mar 7, 2024
Yann LeCun, Chief AI Scientist at Meta and Turing Award winner, dives into the transformative power of open-source AI. He discusses the real-world limits of large language models, emphasizing the need for sensory experiences in developing true intelligence. LeCun also outlines the intricacies of AI's hierarchical planning and the importance of diverse perspectives in AI development. The conversation navigates the delicate balance between innovation and ethical considerations, urging for a collective approach in shaping the future of artificial intelligence.
02:54:17

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Quick takeaways

  • LLMs have limitations in understanding complex real-world scenarios and common sense reasoning despite impressive linguistic capabilities.
  • Self-supervised learning, exemplified by LLMs, showcases the power of unsupervised techniques in enhancing AI applications.

Deep dives

Lecun's Skepticism on Auto-Aggressive LLMs

Yann LeCun's skepticism towards the deep understanding capabilities of auto-aggressive Large Language Models (LLMs) is expressed through his belief that they are ultimately limited in true comprehension of the world. Despite their impressive linguistic capabilities, LeCun emphasizes that these models may fall short in understanding complex real-world scenarios or engaging in common sense reasoning, highlighting the need for advancement beyond solely language-focused models.

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