Description
Allora is a decentralized AI network designed to solve the problem of siloed machine intelligence. Traditionally, powerful AI is confined within large companies, with isolated data, algorithms, and resources. Allora breaks down these barriers by creating an open network that allows diverse data, algorithms, and computational power to connect, enabling anyone to harness collective insights for better decision-making.
The network's architecture is modular, transforming fragmented resources into standardized digital commodities. This modularity helps align network participants around specific objectives, coordinating resources like data, algorithms, and computation for superior performance and adaptability. Allora provides an abstraction layer for collaborative AI, where multiple models focused on specific problems combine to produce a stronger, more inclusive output. The network aggregates these models by predicting their performance in real-time. A topic coordinator sets a task, worker models generate inferences, and reputers evaluate these inferences against the truth, resulting in a prediction that is more accurate than any single model could achieve on its own.