a16z·2026-08-25 14:30Capital and Industry Investment - Software startups transitioned from engineering-bound to capital-bound problems, where 20 people can effectively utilize 1 billion dollars [100] - The software industry experienced massive training runs involving 100 billion dollars, turning previously infinite problems into finite capital problems [149][152] - Venture capital and private market funding grew the total addressable market (TAM), allowing companies to stay private longer and accumulate value privately [107] AI Technology and Market Impact - AI models excel at axiomatic domains like mathematics and symbolic logic, though economic utility and market demand validation vary [9][11] - High capital accessibility and unlimited demand for tokens and GPUs allowed AI startups like Cursor, Anthropic, and OpenAI to achieve meteoric growth and compete directly with tech incumbents [3][116][118] - The technology stack shifted from imperative and declarative programming to stochastic statistical systems, creating new foundational abstraction layers [93][94]