Allora Network

Allora Network is a self-improving, decentralized AI network that harnesses community-built machine learning models to provide highly accurate, context-aware predictions through an abstraction layer for collective intelligence. The network aggregates multiple models working on tightly focused problems, predicting each participant's performance and learning in real time. A topic coordinator sets the task, worker models generate inferences, and reputers evaluate those inferences against ground truth, producing inferences that are more consistently accurate than any single participant. Allora introduces an objective-centric approach that eliminates the complexity of choosing and validating individual models, allowing users to simply specify their machine learning objectives while the network dynamically coordinates multiple underlying models. The network has generated over 692 million inferences to date, with 288,000+ workers contributing across 55+ topics. Allora's primary use cases include predictive price feeds (AI forecasts of future asset prices for DeFi applications), automated liquidity management (continually rebalancing and fee-optimizing liquidity pools to maximize capital efficiency and reduce impermanent loss), and intelligent yield and looping strategies (calibrating leverage, compounding, and risk controls in real time). The network integrates with major Web3 platforms including Coinbase (as an action provider on CDP AgentKit), PancakeSwap (price prediction game), Cod3x (AI agent trading strategies), Drift (perps agent vaults with RoboNet), and Steer (Allora vault outperforming classic strategy). Allora operates a testnet with faucets, staking, a bridge, and the Allora Forge competition for ML talent.