Anthropic’s model‑harness co‑design forces AI labs to chase intelligence‑per‑$
Anthropic is merging model training with custom harnesses, turning vertical integration into a competitive weapon. This forces agent labs to abandon pure‑domain wrappers and optimize the full model‑harness stack, shifting enterprise AI buying decisions to the intelligence‑per‑dollar metric and compressing margins.