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Less restrictive is now a model spec

The open-weight ban letters price the margin, not the risk

Task cost is a harness property, not a model price

Distillation disputes are now trade policy, not license disputes

Agent procurement is collapsing into deployment latency

Free LLM routers are paid for in telemetry

The AI safety index grades disclosure, not safety

AI pricing changes now arrive as quota emails, not price lists

Open weights are artifacts, not announcements

Model worldview belongs in procurement evals

Open models still concentrate infrastructure

Pre-release model review is procurement leverage, not a safety standard

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