Inline AI Visuals Normalize Generated Evidence

When chatbots render editable charts and diagrams directly inside conversation threads, those visuals begin to function like traditional evidence (figures, diagrams) rather than ephemeral outputs. That design makes users more likely to accept, share, or act on AI‑created visuals without external verification. The ephemeral vs persistent distinction (conversation visuals change or disappear vs persistent 'artifacts') also creates new affordances and risks for accountability and versioning. — Shifting visual generation into chat UIs changes how information is perceived and shared, raising issues for misinformation, evidence standards, and platform accountability.