Comparable universe
Assets are selected using point-in-time rules rather than today's survivor list.
VALIDATE / TRANSFER
A pattern should explain more than one fortunate asset.
Cross-asset validation carries the same formal logic across comparable instruments and reveals where mechanism ends and chance begins.
EVIDENCE / VERDICTRESILIENT
UNSEEN
HOLDOUTPASSDSR0.93PBO18%
SYSTEM DOMAIN03 / VALIDATE
Challenge the candidate before risk
- DISCOVER
- OPTIMIZE
- VALIDATE
- RUN
- OBSERVE
A result is a record, not a green badge.
The page follows the same order as the application: declare the question, inspect the run, then state what the data cannot prove.
- 01
Comparable universe
Assets are selected using point-in-time rules rather than today's survivor list.
- 02
Same logic
Conditions are not rewritten for every token after viewing outcomes.
- 03
Transfer boundaries
Differences in liquidity, funding and volatility remain visible.
- 04
Verdict
Failed transfer does not always disprove the hypothesis, but narrows its valid domain.
Same logic
Conditions are not rewritten for every token after viewing outcomes.
Transfer boundaries
Differences in liquidity, funding and volatility remain visible.
Verdict
Failed transfer does not always disprove the hypothesis, but narrows its valid domain.
DECISION FRAMEWORK
Which independent test could still reject the candidate?
Treat holdout, time stability, multiple-testing correction and stress paths as separate evidence. Agreement matters more than one green metric.
Protect unseen data
Record every trial
Accept FAIL and insufficient data
Validation verdict
Important
Historical, statistical and model results do not promise future returns. kquant provides computational tools and technical execution, but does not assess whether a specific trade is suitable for a user.