Validation

Historical crisis
replays.

Voluspa is evaluated against historical disruptions using frozen data, unchanged operational thresholds and explicitly defined acceptance criteria.

Evaluation method

Evidence before interpretation.

Historical replays are designed to separate genuine model behaviour from retrospective storytelling.

Frozen historical clock

Every replay is restricted to information available within its declared historical window.

Predefined criteria

Detection and recovery requirements are recorded before model output is evaluated.

Untouched first results

Initial runs are preserved before tuning, reinterpretation or model adjustment.

Mode isolation

Individual modules are tested separately before integration through Yggdrasil.