Prospective Sealed Cognitive Fidelity Validation.
A standard for testing person-specific prediction without answer leakage. Freeze the Twin, independently seal answers, compare against preregistered baselines, then permit learning from the outcome.
TS-001 research state.
Only public-safe cohort metadata is shown. Sealed answers and private cognitive material are never exposed by this feed.
Seal first. Learn later.
TS-001 protects prospective validity by separating model freeze, independent responses, sealing, comparison and post-result learning.
Freeze
Record model version, evidence boundary, configuration and evaluation plan before testing.
Separate
Principal and Twin answer novel cases independently, without access to one another’s responses.
Seal
Commit both response sets before any comparison, adjudication or learning occurs.
Compare
Evaluate decision, reasoning, priorities and confidence against preregistered baselines.
Audit
Review leakage, contamination, scoring ambiguity, invalidation conditions and uncertainty.
Learn after
Only after evaluation may corrections or outcomes return to the Cognitive Twin.