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🛠️Karpathy: Software 3.0 Is Prompts, Agents, Memory, Verification
TL;DR
Andrej Karpathy's Sequoia Ascent recap argues LLMs are no longer chatbots or autocomplete but a new programmable layer. He names December 2025 as the inflection when agents stopped being demos and started doing real work, and sketches what Software 3.0 looks like.
Andrej Karpathy's Sequoia Ascent recap argues LLMs are no longer chatbots or autocomplete but a new programmable layer. He names December 2025 as the inflection when agents stopped being demos and started doing real work, and sketches what Software 3.0 looks like.

Key Points
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Posted late May 2026 on Karpathy's personal blog (talk delivered April 29)
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Quick Facts
Andrej KarpathySoftware 3.0AI agentsSequoia Ascentverificationagentic engineering
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