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Astra verified the proof it did not discover

Outcome pricing moves the argument, not the risk

Replit’s sales pivot prices the trust gap

Perfect accuracy cannot reveal the algorithm

The 12-agent adoption stat lost its denominator

Guardrail benchmarks are graded before the attacker moves

Model leaderboards can't see the harness

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

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