New research highlights long-horizon failures in AI companion models

Recent studies identify persistent issues in AI companions, including persona collapse, behavioral drift, and memory utilization failures. Researchers introduced new benchmarks like FriendBench and ForgetBench to quantify how models struggle to maintain stable roles and retain user preferences over long-term interactions.