How AI Models Work

An AI system remembers your preferred temperature and adjusts the room before you arrive. That may feel helpful. The same system changes the room using information you did not realise it collected. Suddenly the assistance feels intrusive. What changed?

An AI audit cannot rely on someone saying, “We tested the system and it looked fine.” Auditors need evidence showing what the system was designed to do, which version was used, how it was tested and what happened after deployment.