AIONORA · PLAY THE LONG GAME

Full Audit

Tuesday, 27 October 2026 · 26 October research outcome reconciliation and learning.

Research settlement · Evidence before conclusions
01 · 26 October outcome audit

Five distinct research markets

5/5Research outcomes
0.0376Illustrative Brier
0.2092Illustrative Log Loss
FixtureOriginal marketResearch pVSRef. oddsFinalResult
Santa Clara–BenficaUnder 4.589.6%341.161–2WIN
Copenhagen–OdenseUnder 4.582.8%411.261–1WIN
Beşiktaş–BaşakşehirUnder 4.582.0%561.362–0WIN
Sevilla–OsasunaOver 1.576.0%341.432–0WIN
PSG–LyonUnder 4.576.0%341.422–0WIN

These were publicly archived, uncalibrated research probabilities, not authentic certified BET settlements. Results reviewed on 27 October; reference odds are not independently proven executable in Greece. Original public 26 October edition →

Research Doubler (separate): Santa Clara–Benfica U3.5 × Sevilla–Osasuna O1.5, reference odds 2.0306, both legs won. The Sevilla market shares an event/outcome with the five-row table; do not count it as extra independent evidence. Recorded dependence-naive scenario 57.99%; downside stress EV −11.1%, so HOLD was not disproven by the observed win.

02 · AIONORA Says No

Rejected-market counterfactuals

Rejected marketMatch scoreEx-post resultWhat it means
Benfica straight win1–2Would winReview original market-disagreement evidence
Copenhagen straight win1–1Would loseThe original rejection was directionally supported
Beşiktaş straight win2–0Would winCheck original lineup/rotation uncertainty
Sevilla–Osasuna Over 2.52–0Would loseOver 1.5 outperformed this rejected line
PSG straight win2–0Would winRetrospective win cannot establish ex-ante positive EV

Counterfactual wins are not placed bets and cannot be retroactively included in the Track Record.

03 · Learning & Model Improvement

Evidence → test → decision

Observed patternProspective testChange today
Alternative totals succeededCompare pre-frozen line distributions and prices over ≥200 independent eventsNo coefficient change
Three rejected favourite winsCheck ex-ante price, model confidence and league-level reliability; target ≥100 per league before interpreting patternsPreserve rejections
Missing canonical IDs / NO-BET market passportsStore match ID, market/line, model version, reasoning, timestamp and immutable forecast hash before each eventPipeline repair required
Missing executable prices and CLVJoin rights-cleared timestamped book quotes and closing linesROI/CLV unavailable

No model weights were changed. Brier and Log Loss refer to a five-event research worksheet, not an independently validated calibration population.

04 · Sources & integrity

What this audit can confirm

Public pre-event research pages and independently reported final scores support a descriptive 5/5 market review. Missing canonical prematch IDs, signed market-specific settlement passports, execution prices and the 26 October private PRO Final Call ledger prevent official retrospective certification.

Result sources and technical boundary

Global backend 17-stage execution remains incomplete; this page is an editorial audit only. Authenticated historical Blob sync and official Track Record modification are not claimed.