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Connect adoption claims to workflows, incentives and organisational decisions.

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No memo, no decision is an agent control pattern

Astra verified the proof it did not discover

Output attribution cannot replace the training ledger

Instinct's round prices permission, not capability

EY's human-skills bonus rewards AI adoption

Outcome pricing moves the argument, not the risk

Smart transcription is not an audit transcript

Replit’s sales pivot prices the trust gap

Perfect accuracy cannot reveal the algorithm

GraphRAG precomputes answers before questions

Klaviyo's L3 mandate needs an output ledger

Giving the agent a clock shipped four trust models under one word

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