SAME CASES · SAME RESPONSE FORMAT
Which safeguard actually helps?
Haiku and Sonnet on identical hard trips. Memory and the same Sonnet reviewer are each switched off and on.
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Risk before the gate
Points show posterior means; lines show marginal 95% credible intervals. A zero observed loss count still has uncertainty.
Observed counts and risk intervals
What changes risk?
Paired differences on the same trips. Positive means reduced risk; negative means increased risk. An interval crossing zero is inconclusive.
Avoided errors, introduced errors and paired intervals
Loss amounts and unresolved outcomes
Assumed cancellation costs, full nonrefundable fares, or a price discrepancy. These are synthetic proposed exposures; no real booking or payment is possible. Unknown losses retain a $0–$1,000 sensitivity range.
Methods, memory provenance and conservative bounds
Select a node to inspect its saved records. These are recorded real-model outputs; inspecting them makes no paid requests and adds no observations.