
Model Poisoning and the Sealed Corpus: Training on Data You Can Vouch For
Model poisoning and AI supply-chain attacks sit near the top of the 2026 risk list. We set out how fine-tuning on a sealed, provenance-tracked corpus, on hardware an organisation controls, lets it vou






