Diagnostics — Contradiction Engine
When RAER and RAPF disagree, something is lying.
Reference
Twelve months classified across the regime ladder - the system's own weather record, from Expansion down toward Drawdown Control.
Layer 01 — The contradiction states
Five relationships, five stories.
Alignment: both strong — profit quality is real and risk converts efficiently. Under-monetization: efficient risk conversion that isn't translating into profit quality — opportunity is being left on the table. Profit without efficiency: gains that arrive despite wasteful deployment — fragile and often variance-driven. Dual weakness: both deteriorating — structural repair, not tweaks. Transition: the relationship is changing — watch before concluding.
Layer 02 — Why contradictions matter
Confirmation is the whole point of the hierarchy.
The five-metric spine works because supporting metrics confirm the master. When two quality metrics contradict, the blended EV can still look fine while the machine develops a fault. The Contradiction Engine turns that silent divergence into a named state with a review posture attached.
How MARS uses this
The Weekly Scorecard converts branch hit probabilities into EV and tags each week by threshold. The rolling line is what MARS actually trusts: single-week readings are treated as noise until the rolling window confirms direction. RED weeks trigger doctrine - reduced aggression and review - rather than negotiation.
How it benefits you
You learn to distinguish a bad week from a broken system. Variance stops triggering rule changes, and genuine expectancy decay gets caught while it is still one line on a chart instead of a hole in the account. The GREEN/YELLOW/RED language also makes weekly review fast and unambiguous.
Weekly EV tagged GREEN / YELLOW / RED against expectancy thresholds, with the rolling-EV line separating persistent edge from one lucky week.
Layer 03 — Operator response
Each state carries a playbook.
Contradiction states are not trivia — each maps to a response. Under-monetization sends the operator to exit management and the MAE/MFE Lab's giveback diagnostics. Profit-without-efficiency triggers a deployment-quality review before the luck runs out. Dual weakness escalates past tweaks into structural repair. Transition means widen the observation window before acting at all.
- Alignment is the only state that permits discussing expansion — and even then, gate authority still rules.
- State persistence matters: one contradictory week is noise; a month of it is a finding.
- The engine's output feeds the SDE readout, so contradictions surface inside the same review, not in a separate report nobody opens.
Reference
The four verdicts
| Verdict | Signature | Reading |
|---|---|---|
| Alignment | RAER and RAPF both strong | The edge is real and being monetized — the healthy state |
| Under-monetization | RAER strong, RAPF weak | Clean, efficient execution that is not converting into profit quality |
| Profit without efficiency | RAPF strong, RAER weak | Gains riding over-aggression or variance — profitable-looking, structurally fragile |
| Dual weakness | Both weak | Structural deterioration — highest review priority |
The governing idea
Edge cases & failure modes
Where it can mislead
- !Composite-only by design: Normal+Trend, Trend Blend, and All Blended — primitive branches are excluded to keep low-frequency noise out of the verdicts.
- !The engine references SDE_RAER and SDE_RAPF outputs instead of duplicating their pipeline math — one source of truth, zero formula bloat.
- !No verdict here overrides the Gate Map or brake rules — if capital is under pressure, governance wins regardless of how good alignment looks.
Inside this module
3 pages go deeper than this one.
Connected inside MARS
This module doesn't work alone.
Go deeper
Operator briefs on this territory.
Deep dive — 01
RAER against RAPF: the two questions that can disagree.
Efficiency and profit quality usually agree. The disagreements are where hidden failure lives.
Read the full brief →
Deep dive — 02
Two layers: the base matrix says where you are, the engine says where it's going.
The matrix gives state. The engine adds direction and tension. Layer 1 was never replaced — it was built on.
Read the full brief →
Deep dive — 03
Counting the weeks: why contradiction persistence beats contradiction severity.
One week's divergence is noise. The counters are how a pattern becomes visible.
Read the full brief →
Every module ships in the complete MARS package.
One price. Eleven workbooks, three TradingView indicators, and the full manual library — $497.