Decentralized arbitration protocol using crypto-economic incentives and Schelling-point game theory. Crowdsourced jurors stake tokens and are rewarded for voting with the majority. Kleros 2.0 deployed on Arbitrum One (November 2024). Now exploring AI agents as jurors. Argentina's Disposición 893/2025 opened regulatory path for Kleros-powered consumer dispute resolution. Stanford Law published a case study on Kleros as "decentralized justice."
UMA Optimistic OracleProjectUMA Optimistic OracleDispute resolution mechanism for prediction markets. Assertions assumed true unless challenged. Now using LLMs to propose and dispute data. >99% accuracy. Primary resolution layer for Polymarket.AAA-ICDR AI ArbitratorProjectAAA-ICDR AI ArbitratorFirst AI-native arbitrator from a major arbitration institution (AAA-ICDR). Opt-in for two-party, documents-only construction disputes. Trained on 1,500+ real cases in collaboration with McKinsey's...
Organizations
Dyspute.aiOrganizationDyspute.ai24/7 asynchronous AI mediation platform (Adri v2). Parties engage on their own schedules; AI generates settlement proposals. $299/mediation. Launched January 2026.