What Google I/O 2026 Means For Education

By Dan Fitzpatrick

Inside Google I/O 2026: what Gemini Spark, Antigravity 2.0 and the new agentic era mean for educators with insights from Google's VP of Education.

I'm sat here in the Shoreline Amphitheatre, in Mountain View, having just listened to the Google I/O 2026 keynote. The line I can't shake came from Demis Hassabis, the Google DeepMind CEO. Near the end of his segment, almost as an aside, he said that when we look back at this moment we'll realize we were "standing in the foothills of the singularity."The singularity is the point at which AI becomes capable enough to improve itself, and the rate of progress runs away from us. The moment the curve goes vertical. For a long time it was a thought experiment. Hassabis was telling a room of developers it's a landscape we've already started walking into.I'd just watched Google demo an AI agent that built a working operating system from scratch, for under a thousand dollars in API credits, and then run DOOM on it. The foothills line landed.After the keynote I sat down with Chris Phillips, VP and General Manager of Education at Google. He's the person responsible for how all of this lands in classrooms.Here's what educators actually need to know.Gemini Stopped Answering And Started DoingIf you take one thing from today, it's that Gemini is no longer a chatbot you ask things. It's an agent that goes and does things.The product is called Gemini Spark. In the live demo we saw a block party organized with one sentence. Spark built a live RSVP tracker in Google Sheets, drafted chase-up emails to neighbors who haven't replied, pulled the HOA rules out of his Drive to check what time he can set up the bouncy castle, builds a slide deck for the kids' games. All done in the background.Then there's Daily Brief, which trawls your inbox, calendar and tasks overnight and gives you a synthesis with next moves. Docs Live, where you ramble into your phone and Gemini structures the document around the rambling. Ask YouTube turns the platform into a tutor, where you ask a question, then jump to the ninety seconds that actually answer it.Now think about what...