PolySwarm aggregates predictions from 50 LLM personas for Polymarket trading using Bayesian combination and divergence metrics, outperforming single models in calibration while adding latency arbitrage via CEX price models.
Bitcoin: A peer-to-peer electronic cash system
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BioZero combines Pedersen commitments, spot-checks, and Groth16 proofs for privacy-preserving on-chain biometric authentication with reported performance gains over zk-SNARK baselines.
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PolySwarm: A Multi-Agent Large Language Model Framework for Prediction Market Trading and Latency Arbitrage
PolySwarm aggregates predictions from 50 LLM personas for Polymarket trading using Bayesian combination and divergence metrics, outperforming single models in calibration while adding latency arbitrage via CEX price models.
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BioZero: Privacy-Preserving and Publicly Verifiable On-Chain Biometric Authentication via Homomorphic Commitments and Zero-Knowledge Proofs
BioZero combines Pedersen commitments, spot-checks, and Groth16 proofs for privacy-preserving on-chain biometric authentication with reported performance gains over zk-SNARK baselines.