AI Token Economics, Benchmark Realities, and API Monetization
An executive analysis of AI model pricing strategies, the divergence between synthetic benchmarks and production readiness, and the strategic shift toward API-first monetization. Explores token budgeting, data privacy risks, and workforce reallocation in the age of autonomous coding agents.