Google's Gemini AI has a creep problem. That little sparkle icon that started appearing in Gmail and Google Drive a few years ago? It's multiplying fast, and users are starting to notice.
The pace has picked up dramatically in recent months. Gemini is now showing up across Google's ecosystem at what feels like a relentless clip, popping into more surfaces and workflows whether you want it there or not.
This should sound familiar if you've used Windows 11. Microsoft went overboard plastering Copilot shortcuts everywhere, irritating users who just wanted their OS to work without constant AI prompts. Google seems to be heading down the same path.
For people actually using AI tools in their work, this matters because aggressive integration can backfire. When AI feels forced rather than helpful, it creates friction instead of productivity. The best AI implementations are the ones you reach for when you need them, not the ones constantly demanding attention.
The risk here is real. Microsoft's Copilot rollout showed that shoving AI into every corner of a product can generate serious user backlash. Google has time to course correct, but the current trajectory suggests they're learning the wrong lessons from their competitor's mistakes.
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