AI Agents, Scaling Laws, and Organizational Evolution
Market analysis reveals AI's progress as an 80-year cumulative unlock, highlighting the rise of shell-based autonomous agents, chronic compute constraints, and a shift toward founder-led organizational models augmented by AI management layers.