Kairos is an independent AI memory research project by Giampiero Colella that tests whether language models can reliably distinguish genuine memories from plausible narratives. Testing revealed that swapping conversation links shifts model answers toward falsified documents, and invented memory falls within measurement margins, suggesting current LLM evaluation methods cannot reliably detect memory versus fabrication.