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AI, Agents and Software 3.0

AI, Agents and Software 3.0

Duration: 00:14:26
June 29, 2025
  • Andrej Karpathy's "Software 3.0" envisions AI as a design problem, urging developers to build software that acknowledges the limitations and unique qualities of Large Language Models (LLMs).
  • Karpathy advocates for a human-in-the-loop approach, emphasizing the need for humans to validate AI outputs and suggesting developers constrain AI generation to avoid overwhelming evaluators.
  • The speaker critiques McKinsey's "agentic mesh" concept as an unrealistic and oversimplified vision of AI implementation that misleads CEOs and ultimately leads to failed enterprise AI projects.