Library / Operations Management Principles Framework
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Source changed 2026-10-03 08:25:59 UTC · snapshot created 2026-10-03 08:26:43 UTC · last check 2026-10-03 09:10:20 UTC

OPS.4:6 - Bias-Annotation

Recurring biasLikely driftRepair
single-source-of-truth biasOne database or screen is treated as the world and final authority.Preserve exact claims, provenance, conflicts, permissions, and receiving decisions.
visibility-as-alignment biasEveryone can see the board, so coordination is assumed.Test whether each participant can recover the next decision and disagreement.
consensus biasConflicting qualified claims are forced into one status.Keep disagreement explicit with evidence reach and resolution condition.
freshness biasThe newest timestamp is assumed current for every horizon.State claim-specific currentness and expiry for the receiving use.
access-authority biasThe ability to edit or view is treated as authority to decide.Recover permission and decision authority separately.
representation-as-control biasA loop or control room is treated as feedback closure or operating Method.Recover actual relations and keep view, account, rates, and stronger claims distinct.
memory-repair biasPeople or models are told to remember more after handoff failure.Use A.15.8 to recover the missing state, carrier, update/use relation, cue, or support condition.