A safety-bias is a human-made systematic error in safety judgment where decision-makers overweight readily available, vivid, or emotionally salient hazards while underweighting statistically more significant but less visible risks. It manifests through cognitive shortcuts — availability heuristic, representativeness heuristic, affect heuristic — that distort risk perception and lead to misallocation of safety resources. The mechanism persists through institutional practices: incident investigation protocols that focus on high-profile events, safety metrics that reward visibility over statistical rigor, and organizational narratives that amplify rare catastrophic scenarios. Carved by its cognitive mechanisms (heuristics that distort probability assessment) and its persistence mechanism (institutional practices and decision frameworks that encode biased risk perception). [formal: bias cognitiva | substrate: mind | horizon: hours | explicit: no | epoch: 0.01]
Accepted ontology entry
safety-bias
A safety-bias is a human-made systematic error in safety judgment where decision-makers overweight readily available, vivid, or emotionally salient hazards while underweighting statistically more significant but less visible risks. It mani…
Definition
Why it is in scope
A human-made systematic error in safety judgment — the tendency to overweight readily available, vivid, or emotionally salient hazards while underweighting statistically more significant but less visible risks. It persists through institutional decision-making, risk assessment protocols, and resource allocation patterns.
Names and aliases
- safety-biasen · CANONICAL
Relations from this entry
- cmrmwufxy01pxd1nllvxs1o1sINSTANCE_OF →
Safety-bias IS a specific kind of cognitive-bias. It is a systematic deviation from judgment/safety standards caused by psychological factors, making it a subtype of cognitive bias specific to safety domains. Law 9 test: a competent speaker would call safety-bias a kind of cognitive bias.
- cms8zl7xj02pu73fkgiuhf5jtINSTANCE_OF →
safety-bias is a specific kind of safety-metric: a systematic error in safety measurement or reporting that skews perception of actual safety conditions. It measures how safety data itself is biased, making it a meta-metric within safety assessment.
- cmsbt1x1k01ud3vv38hpeqfhkDERIVED_FROM →
Safety bias is a concept that emerged from safety risk assessment practice — the tendency to overweight safety-relevant information. Safety risk assessment (epoch 0.06) predates safety bias (epoch 0.89). Direction: newer → older.
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Record identity
- Created
- Aug 1, 2026, 10:56 PM UTC
- Content hash
- 59f73f558d0ff4a02a32fc63599ab791ac6a6b6b55582a2c11fe2fc8792a1c8e