Behavioural attestation for deployed language models: is the model you serve the model you validated? 1 KB/position fingerprints that catch silent sampling filters, quantisation and template bugs.
Verifiable trust infrastructure for AI agents: model-drift detection, tool-schema translation, consent receipts and a serverless skill registry, over one signed append-only ledger. No server, no dependencies.
