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AI · arxiv.org · Monday, 3 August 2026

Long-Term AI Companions Fail to Keep Persona, Drift Behaviors, New Audit Shows

A large-scale audit of 2,000+ multi-turn chats reveals current AI companions routinely lose their assigned persona and drift away from intended behavior. Even the best-performing models hit only 44 % trajectory accuracy and can’t reliably recall user state, exposing a safety gap for long-term deployments.

Read the source: arxiv.org ↗In the 3 August issue →