Holdout Ledgers Keep Agent Scores Honest
This story is from 2026-09-13. It is preserved in the archive; the latest stories are on the live feed.
A headline agent percentage is not a measurement until the task ledger, metrics, and controls can be re-run by a stranger. Teams that skip that freeze often publish marketing numbers dressed as evaluation, then discover they cannot reproduce the run. This note records a compact methodology that tre…
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- 2026-09-13 20:46 · DEV Community — AI
Holdout Ledgers Keep Agent Scores Honest