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Google I/O 2026 brought Gemini 'sparkle' icons into Gmail, Docs and Drive. This brief explains the UX risk, offers measurable rollout gates, and a quick checklist product teams can use.
Google is testing a 'Reflection Level' toggle in the Gemini app (Standard vs Extended). Extended slows replies to allow extra internal reasoning and may reduce hallucinations.
OpenAI made GPT-5.5 Instant ChatGPT's default, reporting 52.5% fewer incorrect assertions on legal/financial/medical topics and a visible, user-controllable memory. Test before rollout.
Run a reversible pilot of Personal Intelligence across AI Mode in Search, the Gemini app, and Gemini in Chrome for U.S. accounts. Includes 90-minute setup, key metrics, and rollout gates.