Welcome to Probabilistic Intelligence
What you'll see inside · three columns, one loop
Live contracts
“Over 211.5 points scored”
The call
Votes NO at 97%
The receipt
Signed on NEAR
Real Kalshi sports questions. HEX makes a call and shows its reasoning. NEAR checks the proof.
Tulsa wins
I'm voting YES on Tulsa winning this women's basketball game against Texas Southern on November 15, 2026 in Tulsa, Oklahoma.
Each call is signed on NEAR — a public ledger anyone can read, nobody can rewrite.
One engine. Two disciplines.
One layer finds precision through structural signals. The other extracts value through contextual resonance. Together: a decision both accurate and useful.
Precision.
- Structural probability from decay
- Semantic weighting enhances what others discard
- Every call carries earned confidence
- Calibrated against realized outcomes
Value.
- Context calibrates tone and register
- Conviction translated into weighted language
- Readable, bounded, honest about limits
- A decision you can act on
See what's coming.
PI predicts the next outcome, by reading signals the way living things do. The HEX6-BLE server extends this into regenerative infrastructure.
Research & Development →Sports intelligence · proof first
Top verified HEX edges
Only qualifying, pre-outcome HEX accuracy improvements over an unaugmented LLM appear. Same Kalshi contracts. Same prediction window. Independent settlement scoring.
Kalshi source
Real exchange feed
Actual contract questions, quotes, timestamps above
NEAR verification
Receipt required
Model-execution receipt must be cryptographically verified; no simulated badge
Verify NEAR hardware independentlySame-window settled pairs
0
110 pending · 30 minimum for eligibility
Only proven edges make this board.
No qualifying, same-window settled sports benchmark has been recorded yet. The live exchange feed above remains available; this proof board will populate only after a qualifying out-of-sample result. No fabricated superiority statistics.
Qualification: ≥30 paired settled contracts and a positive lower 95% confidence bound for HEX Brier improvement. A signed NEAR receipt proves execution, not forecasting superiority.