Frozen historical clock
Every replay is restricted to information available within its declared historical window.
Validation
Voluspa is evaluated against historical disruptions using frozen data, unchanged operational thresholds and explicitly defined acceptance criteria.
Validated replay
Meridian-only evaluation
Meridian detected the collapse in Suez transit within one daily observation, escalated the disruption through persistent evidence and tracked the subsequent recovery without future-data leakage.
1 day
Detection latency
71%
Average flow collapse
5 / 5
Acceptance checks
0
Pre-event disruptions
23 March–31 May 2021
View evidence →Evaluation method
Historical replays are designed to separate genuine model behaviour from retrospective storytelling.
Every replay is restricted to information available within its declared historical window.
Detection and recovery requirements are recorded before model output is evaluated.
Initial runs are preserved before tuning, reinterpretation or model adjustment.
Individual modules are tested separately before integration through Yggdrasil.