Nimble Network (NIMBLE)

Nimble is a composable AI protocol that enables ML models and data to be combined and used by AI agents, data providers, and compute resources.

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What is Nimble Network

Nimble is a decentralized and composable AI protocol, aiming to leverage data in a privacy preserving manner and provide public large-scale AI models to the general public. It builds the fundamental AI infrastructure for fully decentralized data, model and network ownership. The network achieves this by building a marketplace in which participants — data contributors and model builders — are rewarded to share their data and expertise. The network enables permissionless innovations for developers. Data ownership is given back to users, and artificial intelligence capacities are maintained by the network. Zero knowledge proofs and privacy preserving machine learning build the privacy layer. The network messaging layer is generic to any message types for group messaging, social network comments and image transmissions.

The DApps pay network fees to consume model predictions and validators achieve consen- sus with Proof of Gradient consensus for network security guarantees. More enriched DApps and secure multi-chain Web3 ecosystem can be built on top of it. Such DApps include but not limited to decentralized social network, decentralized social messaging, personalized recom- menders, chain agnostic identity system, Web3 reputations, decentralized identities, onchain security protocols, digital asset managements, targeted user growth, decentralized content dis- tribution and beyond. AI models such as wallet activity profiling, asset risks, protocol forensics and fraud detection are learned and served to empower data driven DApps in a privacy pre- serving and fully decentralized manner.