Hindsight bias
The tendency, once an outcome is known, to see the warning signs as obvious and the right choice as easy, when neither was clear at the time. It tempts a review toward "they should have known" and away from the system fix, and its antidote is the second story plus an instrument that makes the sign impossible to miss.
Defined in 2 GAGE programs, which carry 4 distinct definitions of it. The wording above is taught in AI Governance: Applied Mastery.
How each discipline defines it
The same term does different work depending on who is using it. These are the definitions as each program teaches them, unedited.
The tendency, once an outcome is known, to see the warning signs as obvious and the right choice as easy, when neither was clear at the time. It tempts a review toward "they should have known" and away from the system fix, and its antidote is the second story plus an instrument that makes the sign impossible to miss.
The tendency to judge a past event as having been more predictable, before it happened, than it actually was, once the outcome is already known. A post-incident review that does not guard against this tends to treat ordinary decisions as obviously negligent in retrospect.
the tendency, when recalling a past decision, to overstate how foreseeable or deliberate the outcome felt at the time, making a judgment call sound wiser in retrospect than it actually was in the moment.
The well-documented tendency to remember an event as more predictable, and one's own perception of it as clearer, than it actually was, once the outcome is known. It is a reason sincere witnesses misremember incidents and a reason the contemporaneous record is trusted over later recollection.
Where it is taught
The exact lessons this term appears in. The first 7 topics of every program are free with a free account.
- The post-incident review: fixing the estate, not blaming the intern · Data Incidents, AI Data Governance: The Data Chair
- The handover: what you now know that no certification could have taught you · The Estate Audit, AI Data Governance: The Data Chair
- The post-incident review: what you missed, written without blaming the tool · Shipping AI and Surviving the Incident, AI Governance: Applied Mastery
- Incident forensics: reconstructing a failure from logs when memories disagree · Adversarial Governance, AI Governance: Applied Mastery
Terms it appears with
Not an alphabetical neighbourhood: these are the terms taught in the same lessons, ranked by how often they appear together.