Blueprint MMA predictions, upcoming fight cards, and public proof
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KIMI K2 · LANGGRAPH · 18-LANE COMMITTEE
CONSENSUS MATRIX
MAKHACHEV vs TSARUKYAN
Confidence
68%
Disagree
21%
Method
DECISION
Final Reasoner · Consensus
Striking Differential
Cardio & Recovery
Chin & Durability
Imposition & Pace
Contrarian / Upset
UFC Freedom 250: Topuria vs. Gaethje
7 fights queued · swipe →WHY THE ORACLE WINS_
Tout services sell conviction. Gut-feel capping sells narrative. The Oracle runs a Kimi K2 / LangGraph War Room Committee — specialist agents who each investigate one high-signal factor of the fight, weighted by what actually moves accuracy, with the noise given a flat zero. They argue to a consensus and publish that consensus directly, then grade the result against settled outcomes in public.
War Room Committee
A Kimi K2 / LangGraph committee of specialist agents each investigate one high-signal factor — 18 in all, folded into 8 categories weighted by how much each moves accuracy. Noise like staredowns, hype, and market moves gets zero weight. The committee argues, stress-tests the consensus, and reconciles it into one accountable forecast.
Read the methodologyPublished Before the Bell
Every forecast is committed to a public archive with winner, method, confidence, and engine metadata before the fight happens. No retroactive edits, no deleted calls.
See the archiveVerified After the Bell
Settled predictions are graded with hit rate and Brier score on a public track record. What you see is what actually happened.
Check the receipts- staredown body language
- motivation narratives
- hometown and crowd
- travel and altitude
- betting-market movement
- referee and judging tendencies
- tells and tendencies
- weather and venue
- raw intuition
Too unreliable, too situational, or too low-yield to move a serious forecast. No staredown ever changed who has the better chin.
WE PUBLISH THE MISSES_
Each cyan point is one calendar month of settled predictions — correct over total. The dashed line is the cumulative average across every settled call. Every published forecast counts; pushes and cancelled fights are excluded.
| Feature | Blueprint | Everyone Else |
|---|---|---|
| Public prediction archive | ✓ | × |
| Brier score calibration | ✓ | × |
| Method-level predictions | ✓ | × |
| Pre-fight confidence published | ✓ | × |
| Settled hit-rate tracking | ✓ | × |
| Methodology transparency | ✓ | × |
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