🎞️Consensus & Validation Mechanisms
The platform implements a novel Proof-of-Prediction (PoP) consensus combining:
Model Staking: Node operators stake $WISE to participate in prediction generation
Accuracy Mining: Rewards distributed based on 30-day rolling accuracy
Community Voting: Users can challenge predictions via governance votes
Key parameters:
Epoch duration: 4 hours
Slashing conditions: <70% accuracy for 3 epochs
Reward distribution: 60% operators / 30% stakers / 10% treasury
The validation pipeline includes:
On-chain randomness (Chainlink VRF)
Prediction market calibration (via Gnosis)
Time-weighted average pricing (TWAP) verification
This system currently processes 15,000+ daily predictions with 400ms average finality time, demonstrating robust decentralization (Gini coefficient = 0.28 among node operators).
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