6 articles tagged with #peer-to-peer. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.
Polymarket has captured 31% market share of the prediction markets sector, processing $31 billion in volume from September 2025 to February 2026. The platform received a $9 billion valuation from Intercontinental Exchange in October 2025 and is now implementing taker fees to monetize its volume, while reportedly seeking a $20 billion FDV valuation.
Researchers propose a new framework for Agentic Peer-to-Peer Networks where AI agents on edge devices can collaborate by sharing capabilities and actions rather than static files. The system introduces tiered verification methods to ensure security and reliability when AI agents delegate tasks to untrusted peers in decentralized networks.
The Financial Action Task Force (FATF) has identified anti-money laundering (AML) risks associated with peer-to-peer stablecoin transfers. The organization suggests implementing freeze and deny-list controls as potential safeguards to mitigate these regulatory concerns.
The Financial Action Task Force (FATF) released a report highlighting that stablecoins now represent the majority of illicit cryptocurrency activity. The global financial watchdog specifically identified peer-to-peer transfers as enabling increased sanctions evasion and money laundering.
Researchers introduce HEAL, a decentralized machine learning framework that combines federated learning's efficiency with gossip learning's fault tolerance through a self-healing peer-to-peer overlay network. The system dynamically promotes nodes as aggregators, achieving federated learning performance while remaining fully decentralized and resilient to node failures.
Researchers have developed gossip algorithms that enable decentralized networks to reach consensus on rankings using Borda and Copeland methods without central coordination. The approach allows autonomous agents to compute global ranking consensus through local interactions, with applications in peer-to-peer networks, IoT, and multi-agent systems.
