Notes from the platform team
Research
Working notes on federated learning for finance, model evaluation, audit infrastructure, and the regulatory landscape.
Research·
Why federated learning is the right shape for financial AI
Pooling data across lenders, asset managers, or payment processors is illegal, impractical, or both. Federated learning sidesteps the pool and keeps the signal.
Research·
How the GeFi audit log works
Every inference call is hash-chained, batched, Merkle-anchored daily, and verifiable offline by anyone with a run id. Here's the design.
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