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About SuperNet
SuperNet is a Layer 1 built on the Avalanche framework, combining a main chain for consensus and coordination with a subnet that treats vector embeddings as a native data type, aimed at AI applications and enterprises needing retrieval and inference. A specialized Merkle store produces compact proofs for vector data so similarity indexes and commitments become part of on-chain state; raw vectors are encrypted client-side and erasure-coded across off-chain storage with only commitments on-chain, and search indexes pass through locality-sensitive hashing and local differential privacy before being anchored, enabling matching without exposing content.
Compute is pooled through a node network that schedules tasks by size and resource availability and meters consumption in credits, while the upper layer provides tools to create and govern AI agents so enterprises can attach their own models and data to one identity and permission system. Compute connects node networks with external cloud providers, and on-chain state records vector commitments and search indexes.
On March 10, 2026 SuperNet chief executive Juan Bruce presented the portable-AI-context roadmap in a 499DAO X Space: Proof-of-Context turns every data read into a billable, revenue-sharing on-chain transaction, alongside on-chain vector precompiles and data-gating primitives.
On the technical side SuperNet splits an Avalanche-based design into an L1 main chain for security and coordination and a subnet running a vector state machine that treats embeddings as first-class state. Materials also list a GPU compute partnership with Aethir and an omnichain data partnership with Chainbase to supply the resources multi-agent systems need. No mainnet launch announcement was found for 2026.
SuperNet will first make Proof-of-Context and vector retrieval usable as developer interfaces, then add agent routing and settlement, so a user's own memory and preferences can be called across applications and charged per use.
Juan Bruce — Co-founder & CEO; serial entrepreneur and investor focused on the AI and blockchain intersection.
Aileen Lei — Founding Member; leads growth and ecosystem, with prior roles at Binance, Netflix and Disney.