Inference prices for GPT-4 class capabilities dropped from $30 per million tokens to under $1 in one year. BAIR researchers argue this collapse makes intelligence a commodity. The focus now shifts from raw model power to data systems designed for AI agents. Practitioners must prioritize architectural efficiency over token costs to scale autonomous workflows.