AI Infrastructure

WIP notes on tokens, inference capacity, and why the cost and availability of model calls increasingly look like bandwidth for agentic systems.

Analyzing the market opportunity for AI-native search infrastructure as web consumption shifts from human-centric browsing to agent-mediated retrieval.

How OpenAI's rapid product development affects the startup ecosystem. Strategic frameworks for building defensible AI applications in the shadow of foundation model giants.