Validating artifact schemas and preparing the command center…
Validating artifact schemas and preparing the command center…
Mission briefing
AegisLoop is an offline adversarial threat lab: a campaign-level attacker probes a frozen payment-fraud defender, valid evasions become hardening data, and every claimed improvement remains traceable to versioned evidence.
Evidence at a glance
No single seed promoted
Attack breadth
8 / 32
Equal-priority archetypes / total scenario variants in the machine-readable atlas.
Adaptive attacker reward
0.807 [0.519, 1.212]
Seed-level mean with nonparametric bootstrap confidence interval under the full protocol.
Matched-pool V2 diagnostic
360 / 360
360 fidelity-valid; 360 fully detected; 5/5 seeds pass every campaign.
Reality boundary · seed 20260812
Laboratory precision does not survive the production base rate unchanged.
This caveat is part of the result, not a footnote.
Experiment
90.17%
Realistic prevalence
1.31%