July 21 AI receipts: the useful-work scorecard starts with a control plane.
OpenAI's July 17 scorecard says the price of a successful AI task includes retries, review, and rework — not just tokens. Its Codex deployment record describes the separate question of access, approvals, and telemetry. Anthropic's July 9 commitment to report its actions is a third kind of record: a promise that needs later receipts.























