RUBIKVAULT

RubikVault Learning

Point-in-Time Evidence

Point-in-time evidence preserves what was knowable at the decision cutoff. It prevents today's revised state from rewriting yesterday's prediction.

01

Freeze source and first-seen timestamps.

02

Respect publication lag.

03

Finalize outcomes once.

Apply it

Open Analyzer for asset evidence, Market for context, Performance for immutable outcomes, and Sources for provenance and rights status.