AI capability gap

Andrej Karpathy estimates that approximately 75% of the global population has barely used large language models, while roughly 5,000 people have access to internal frontier AI systems capable of agent swarms performing work that would take experts years to complete. This knowledge asymmetry shapes investment risk assessment and competitive advantage, as the true capabilities of advanced AI systems remain invisible to most market participants and regulators.