AI TCH HUM FO Forg3t Protocol - AI Unlearning Why Accountability Collapses After Training Before training, accountability feels manageable. Data sources are documented. Consents are tracked. Pipelines are reviewed. Everything has…
AI TCH HUM FO Forg3t Protocol - AI Unlearning Why Data Provenance Matters After Training Data provenance is often treated as a pre training concern. Where the data came from. Who owned it. What consent applied. Once training…
AI TCH HUM FO Forg3t Protocol - AI Unlearning What Selective Unlearning Actually Means Selective unlearning is often described as a clever alternative to retraining. Remove one user. Remove one record. Adjust the model and…