Google AI features in Docs and Gmail spark user concerns

Design experts warn that AI actions that affect the real world need tiered approval flows to match the potential cost of mistakes. Four friction tiers are proposed, ranging from no confirmation for reversible, private, low‑cost actions to mandatory re‑authentication for irreversible or high‑cost operations. The analysis cites research on warning fatigue, noting that frequent prompts lead users to ignore important alerts.

Google has begun rolling out a "Gemini" AI bar at the bottom of Google Docs and similar AI helpers in Gmail. Users can hide the bar via the Gemini menu, but fully disabling the features requires changing settings in Gmail or using a Chrome extension. Personal accounts can toggle the "Smart features" option in Gmail settings, while Workspace accounts depend on administrators to control AI visibility.