Google I/O 2026 rolls out Gemini 3.5 and AI search box

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- Google unveiled an AI‑driven redesign of its web search interface, calling it a “brand‑new intelligence Search box” that expands and autocompletes as users type.
- Google announced its AI Mode would now be powered by the Gemini 3.5 model, upgrading the conversational AI offering.
- Google highlighted that monthly AI token usage had climbed to about 480 trillion tokens, a metric presented by CEO Sundar Pichai.
- Sundar Pichai promoted “long‑horizon tasks” and AI agents that can perform multi‑step operations, framing them as a central AI capability.
- Twitter users mocked the event, posting jokes that “if you don’t mention AI every 3.7 seconds security rushes in and escorts you off the stage.”
- Reddit users described feeling “depressed” and “repulsed at technology” after watching the keynote, despite acknowledging some impressive technical demos.
Why it matters: Developers and users see little practical benefit from Google's AI token metrics and the modest search‑box redesign, while the company's hype fails to translate into clear user‑centric value, potentially ceding momentum to rivals like Apple and affecting Google's ability to demonstrate AI leadership to advertisers.

