SEPOLIA TESTNET — Demo Environment — Verifications hash-bound on-chain
SynapsAISynapsAI
Design overview — concept stage
Newton's smart contract (FederatedResearchRegistry at 0xbD723533c7e6004379a100A6bB2AaE34439d133F) is deployed on Ethereum Sepolia and holds three test projects for architecture validation. No hospital partnerships have been initiated. Zero-knowledge proof integration, ML training pipeline, FHIR API connectors, and per-institution HIPAA compliance review are production-deployment requirements — not shipped capabilities. Accuracy values shown below come from federatedSimulator.js (test data), not from live model training. This page describes the patented design and its current on-chain footprint.
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Newton Network

Privacy-preserving federated-learning architecture — designed for scientific discovery. The design would let hospitals train cancer AI together without sharing a single patient record. Contract deployed on Sepolia; ML pipeline and zk-SNARK proof integration are production requirements.

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