Quant Signal Evidence Audit Layer
Not a trading bot. Not a signal seller. A falsification engine that tests whether trading signals survive cost, leakage, overfit, walk-forward, and complexity pressure before capital goes in.
Pilot-phase results from live signal audits.
Structured falsification, not curve-fitting.
Connect your signal stream or candidate outcomes table. No prompts, no user content, just structured decision envelopes.
MDL-inspired proxy: more complex signals require stronger evidence. Walk-forward validation, transaction cost deduction, leakage detection.
Evidence-grade audit report. What passed, what failed, why. Not investment advice — evidence quality assessment.
Kolmogorov complexity and Solomonoff induction are not operational metrics. LuceThemis uses a practical MDL-inspired proxy: more complex signals must carry stronger evidence to pass the audit gate. This creates a natural Occam pressure — simple signals with consistent evidence pass; overfit complex patterns with thin evidence fail.
Submit your signal candidates for an evidence-grade audit. No trading advice. Just evidence.