Never mind clean data. Annotate as you collect it.

Generative AI is notoriously eager to help, to the point that if it can’t find something matching what you ask for, it’ll create it. So the problem with relying on guardrails is that all too often, a model will be wrong, showing a high confidence score for an incorrect answer because it’s relying on stale or non-canonical data. Not only do you need to be able to track the lineage of data your model uses from source to token, something the EU AI Act requires , you also need to be able to take int