Blog
Notes on verifiable AI data
Provenance, integrity, and what the EU AI Act means for the teams building frontier models.
WE
Compliance2026-05-12
What EU AI Act Annex IV actually requires of your training data
A practical read of the Article 10 / Annex IV provenance and traceability obligations, and what they mean for high-risk model builders.
Ad
Provenance2026-04-28
AI disguised as human feedback is poisoning RLHF
When contractors quietly route tasks through an LLM, the human signal you paid for disappears. How to detect and design against it.
Ts
Research2026-04-09
Trust scores belong on data batches, not just people
Why per-batch trust and live inter-rater agreement beat after-the-fact spot checks for catching quality drift.