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Welcome to Chaos
Chaos Labs transforms data on risk, security, and incentive strategies into powerful tools to guide the evolution of decentralized finance.
Edge
PriceHigh-precision price data with an integrated risk engine powered by Chaos' advanced outlier and anomaly detection.RiskUnlock real-time risk management with automated parameter optimization delivered on-chain.ProofsSecure on-chain delivery of custom data points, including reserve attestations delivered via zero-knowledge proofs.
Dashboards
Incentives
Incentive Program DesignBuild a liquidity incentive program tailored to your platform goals, driving sustainable growth and engagementIncentive PortalGive your LPs the tools they need to understand how incentive changes impact their yieldSybil DetectionIdentify sybil activity on your platform to optimally inform the allocation of incentives and rewards to your community
Research
Trusting Trust in the Age of AIWhile resources are heavily invested in improving frontier models and optimizing prompts, the true challenge lies in how AI systems retrieve and rank information. Chaos Labs identifies the greatest risk in AI-generated misinformation infiltrating the data pipeline. If AI agents are unknowingly trained on manipulated or sybilled content, it becomes nearly impossible to trust their outputs. This vulnerability is exacerbated by unreliable document ranking systems, which prioritize popularity and commercial interests over accuracy. The Dead Internet Theory, which warns of a future where human-created content is drowned out by machine-generated noise, serves as a chilling reminder of what’s at stake if these systems are not carefully safeguarded.AI-Driven Chaos and the Rise of Oracles: The Future of TrustWe’re expanding the definition of an Oracle. At its core, an Oracle is more than a protocol to source and deliver high-integrity, reliable, authentic, and secure data between networks. It adds a crucial truth-seeking layer of verification and filtering. Oracles don’t just deliver data—they ensure it’s trustworthy. Using truth-seeking algorithms, Oracles will filter out misinformation and manipulated data, safeguarding the applications and networks they serve.Edge Proofs: AI-Powered Prediction Market OraclesEdge Proofs Oracles ensure verifiable data provenance, integrity, and authenticity, enabling blockchain applications to trust the external data they rely on. This capability is crucial for Prediction Market Oracles, a specialized subset of proof oracles designed to bring off-chain data on-chain in a secure and trusted manner, ensuring accurate verification of real-world outcomes like elections.
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