DDRM3indrm3.hashnode.dev·2d ago · 2 min readHow to trust the data your AI agent usesAn AI agent inherits the quality of the data under it. A model can reason well and still be wrong because the fact it stood on was stale, misattributed, or quietly edited after it was read. Most data 00
DDRM3indrm3.hashnode.dev·3d ago · 2 min readData with receipts: what a provenance receipt proves, and what it cannot"Signed" gets used as a synonym for "true." It is not. A provenance receipt proves exactly two things, and it is worth naming them, because selling the third is how trust gets burned. What a receipt p00
DDRM3indrm3.hashnode.dev·Sep 30 · 2 min readHow to find trusted datasets for AIThere is no shortage of datasets. There is a shortage of datasets you can put in production and defend when someone asks where a number came from. The gap between the two is provenance. Start with dis00
DDRM3indrm3.hashnode.dev·Sep 26 · 2 min readVerifiable AI outputs that pass an auditAn audit of an AI system rarely turns on model quality. It turns on evidence. The auditor asks you to show, for a given output, what data went in, what the system did, and how you know the record you 00
