Thursday, April 30, 2026

AI / AGI = 3 / 4 ?

 Demis Hassabis: We're Three Quarters of the Way to AGI - YouTube

In this conversation, Demis Hassabis, co-founder of Google DeepMind, discusses his vision for the future of AI and science. Here are the key takeaways:

  • The Path to AGI: Hassabis maintains that AGI remains a realistic goal for 2030, a target he has consistently projected for years.
  • AI for Science: The primary mission of DeepMind has always been using AI as a tool to accelerate scientific discovery. He highlights AlphaFold as a major breakthrough that successfully tackled a long-standing grand challenge in biology.
  • Revolutionizing Drug Discovery: By leveraging AI in biochemistry and chemistry—specifically through Isomorphic Labs—the goal is to move the majority of the drug discovery process into a simulated environment, potentially reducing development timelines from years to days.
  • The Role of Simulations: He argues that AI-driven simulations offer a way to study emergent systems—like biology, economics, and climate—in ways that traditional mathematics or isolated experiments cannot.
  • Information as Fundamental: Hassabis proposes a philosophical perspective that information is the most fundamental substance in the universe, suggesting that AI's ability to process and organize information is profoundly significant.
  • Philosophy and Science: He draws inspiration from philosophers like Kant and Spinoza, viewing his work in AI and science as a means to understand the nature of reality and the human mind.

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