⚡ OOPPG World Cup Oracle

An AI That Changes Its Mind

OOPPG doesn't just predict scores. It publicly records why it changed its opinion, when it entered chaos, and when it recovered.

🧠 OOPPG Current Cognitive State

S0

Current State

Pre-Tournament

Days in State

0 days

Prediction Accuracy

--

🏆 Champion Probabilities

Waiting for data...

⚽ Next Match Prediction

Waiting for schedule data...

🔄 Belief Change

No belief changes yet...

⚽ Match Results

No completed matches yet...

📋 Group Standings

Waiting for standings data...

🎯 All Match Predictions

No predictions yet...

📅 Prediction History Timeline

Waiting for history data...

📊 Accuracy Statistics

Predicted

0

Correct

0

Accuracy

--

Brier Score

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🔬 How OOPPG Works

🧬

Gene = Prediction Strategy

6 different prediction strategies (Elo, odds, combinations), each with its own weight.

🔄

Belief Revision = Learning

After each match, OOPPG calculates each strategy's error and automatically adjusts weights.

🧠

State = Cognitive Phase

When multiple strategies fail simultaneously, OOPPG detects a state transition and enters a new cognitive phase.