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A plausible model explanation is not a root cause

Astra verified the proof it did not discover

Session inventory cannot explain token theft

The AGI declaration's receipts measure spend, not generality

AI productivity needs an unaided transfer test

Output attribution cannot replace the training ledger

AI vendor concentration is a financial-stability risk

The worm's target list is a better secrets inventory than your audit

Instinct's round prices permission, not capability

EY's human-skills bonus rewards AI adoption

Instagram priced disclosure, not synthetic content

Replit’s sales pivot prices the trust gap

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