kaal:claim:4855607-019

In traditional federated learning environments the reliability of updates arriving from various nodes is hard to establish; web3 smart contracts and consensus mechanisms can automate that verification at the point of aggregation.

In traditional FL environments, ensuring the reliability of updates from various nodes can be challenging. Web3's smart contracts and consensus mechanisms can automate the verification of updates from participating nodes

Wulf A. Kaal, How AI Models are Optimized Through Web3 Governance (2024), Model Overview: Federated Machine Learning Models, p. 18
https://ssrn.com/abstract=4855607 · source PDF

Wulf A. Kaal, How AI Models are Optimized Through Web3 Governance (2024). SSRN: https://ssrn.com/abstract=4855607

• federated learning with untrusted or unverified participating nodes

mechanismsupport: arguedsmart-contractsconsensus-and-security

• specializes kaal:claim:3373393-020 A blockchain guarantee means that a contract between principal and agent executes only if and when all contrac...

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