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Summary of Andrej Karpathy's talks at Sequoia Ascent 2026, highlighting three key themes: LLMs enabling new horizons beyond speed improvements (e.g., native image processing, .md scripts, unstructured knowledge bases), the economics behind model 'jaggedness' in capabilities, and the emergence of an agent-native economy.