Blog & Research
Browse our research, case studies, blog posts, videos, and presentations.
Oracle Risk and Security Standards: Price Composition Methodologies (Pt. 3)
This chapter delves into the intricate world of Price Composition Methodologies, a foundational pillar of Oracle risk and security. It encompasses an in-depth analysis of data source selection and validation, an exploration of the limitations of rudimentary pricing methods and opportunities for improvement, concluding with an examination of the tradeoffs between price aggregation techniques grounded in real-world examples. This holistic overview guides readers through the practices and innovations that exemplify the relationship between price composition and Oracle security.
Chaos Labs Partners with Jupiter Protocol
Chaos Labs is thrilled to announce our strategic partnership with Jupiter, a non-custodial DEX aggregator and perpetual futures exchange on Solana. Our partnership represents a deep commitment to enhancing protocol resiliency and growth, fortifying Jupiter's market position, and cultivating a safer, more robust trading environment.
Chaos Labs Partners with SynFutures
Chaos Labs is thrilled to announce our partnership with SynFutures. Our collaboration, which started in February, is centered on evaluating and enhancing SynFutures V3's pioneering Oyster AMM that allows Single-Token Concentrated Liquidity for Derivatives and a Fully On-Chain Order Book.
dYdX Chain: End of Season 3 Launch Incentive Analysis
Chaos Labs presents a comprehensive review of the third trading season on the dYdX Chain. The analysis encompasses all facets of exchange performance, emphasizing the impact of the Launch Incentive Program.
Introducing Aave's Chaos Labs Risk Oracles
In the fast-paced and volatile environment of DeFi, managing risk parameters across Aave's extensive network—spanning over ten deployments, hundreds of markets, and thousands of variables such as Supply and Borrow Caps, Liquidation Thresholds, Loan-to-Value ratios, Liquidation Bonuses, Interest Rates, and Debt Ceilings—has evolved into a critical, yet resource-intensive, full-time endeavor. Chaos Labs aims to streamline this paradigm by integrating Risk Oracles to automate and optimize the risk management process, achieving scalability and near-real-time risk adjustment capabilities.
Oracle Risk and Security Standards: Network Architectures and Topologies (Pt. 2)
Oracle Network Architecture and Topologies provides a detailed examination of how Oracle Networks are structured, data’s complex journey from source to application, and the inherent security and risk considerations within these systems. Through a deep dive into architectures, the data supply chain, and network topology, readers will understand the critical components that ensure the functionality and reliability of Oracles in DeFi, providing context for the challenges and innovative solutions that define the landscape.
Next Generation of NFT Derivatives: Chaos Labs Partners with nftperp
We are excited to announce the Chaos Labs and nftperp partnership, which aims to pioneer the risk management framework for ongoing parameter optimizations for nftperp’s Perpetual trading DEX.
Chaos Labs Elected to Lead Risk for Arbitrum Research & Development Collective
In a significant stride toward enhancing the Arbitrum ecosystem's resilience and efficiency, Chaos Labs has been elected to spearhead Risk Management for the Arbitrum Research and Development Collective.
dYdX Chain: Launch Incentives Season 3 Mid-Season Review
Chaos Labs presents the mid-season 2 review of full trading on the dYdX Chain. All aspects of the exchange performance are covered with a focus on the impact of the launch incentive program.
Oracle Risk and Security Standards: An Introduction (Pt. 1)
Chaos Labs is open-sourcing our Oracle Risk and Security Standards Framework to improve industry-wide risk and security posture and reduce protocol attacks and failures. Our Oracle Framework is the inspiration for our Oracle Risk and Security Platform. It was developed as part of our work leading, assessing, and auditing Oracles for top DeFi protocols.