Everyone knows the adoption numbers are bad.

Nobody's saying why they're actually bad.

60% of the workforce now has sanctioned AI tools. Only 11% of organizations have moved agentic pilots into production. That gap gets reported every week. What doesn't get said: most organizations are solving the wrong problem.

They're asking "which model should we use?"

That question is already obsolete.

This week OpenAI released pricing tiers that looked like a product announcement. They weren't. They were a blueprint for how AI systems are designed from here. A nano model at $0.20 per million tokens isn't priced to be your assistant. It's priced to run as a subagent inside a larger system, handling classification while a more capable model handles reasoning.

And the gap between 60% and 11% suddenly makes more sense. Organiz ...