AI RESEARCH

The Geometry of Forgetting: Temporal Knowledge Drift as an Independent Axis in LLM Representations

arXiv CS.AI

ArXi:2605.09195v1 Announce Type: new Large language models confidently produce outdated answers, and no existing method can detect them. We show this is not an engineering failure but a structural one: temporal drift, whether a d fact has changed since