Google I/O opened May 19 with Sundar Pichai leaning the whole keynote into an "agentic era": Gemini Spark is billed as a "24/7 personal agent"; its AI Ultra tier is now cut to $100 a month; Android XR glasses are built with Warby Parker; and Gemini pushes deeper into Search, YouTube and Docs. The Gemini app now claims over 900 million monthly users.

1. Google Just Retook the Lead (Dan Ives, Sundar Pichai)

Distribution beats benchmarks — and nobody distributes AI like Google.

The company that puts AI in front of the most people wins, and that's Google. Pichai opened I/O touting 900 million monthly Gemini users — more than double a year ago — and an "agentic era" with Gemini woven into Search, YouTube, Docs and Android. The unveils piled up: Gemini Spark as a 24/7 agent, the AI Ultra tier cut to $100 a month, Android XR glasses with Warby Parker, an "Ask YouTube" search feature, and an AI shopping cart.

The Apple deal may matter most. In January, Apple agreed to run a custom Gemini model as the brain of its rebuilt Siri, reportedly for around $1 billion a year. When that deal was announced, Wedbush's Dan Ives called it a "major validation moment for Google" and a sign of "Google's AI comeback" that could "spell trouble for OpenAI." Gemini is about to reach a billion-plus iPhones whether or not it tops a leaderboard.

2. It's Strangling Its Real Product (Danielle Coffey, News/Media Alliance)

Every question Google's AI answers itself is a click that never reaches Google proper.

Pushing AI deeper into Search pulls the floor out from under the publishers. AI Overviews and AI Mode increasingly answer queries right on the results page, and the traffic data is brutal: an Ahrefs study found AI Overviews correlate with roughly a 58% drop in click-through for top-ranking pages, and Press Gazette reported global publisher traffic from Google fell about a third in the year to November 2025.

Publishers say they can't even opt out. Danielle Coffey, who heads the News/Media Alliance, calls it a "no-win scenario": newsrooms can't be pulled from AI Overviews without vanishing from Search entirely, and she has argued the recent antitrust remedies failed to address it. Penske Media is already suing Google over forced content use.

3. Same Slick Demo, Same Old Hype (Ed Zitron)

Google has a habit of dazzling on stage and faceplanting in the real world.

These keynotes have a track record of falling apart the moment real users show up. Google's AI Overviews told people to put glue on pizza and eat rocks in 2024, and a 2023 Bard demo error — claiming the wrong telescope took an exoplanet photo — knocked billions off Alphabet's value. To skeptics, the agentic blitz of Spark, glasses and an AI cart is more of the same: polished, incremental, unproven.

The tell is that Google led with its cheapest model, not its smartest. Even while selling an "agentic era," Google opened I/O with a faster, cheaper model, while OpenAI's GPT-5.5, released in April, sits atop the independent intelligence benchmarks. Ed Zitron, the most prominent AI skeptic, argues the whole buildout doesn't pencil out — "the data centers do not make sense" — and that consumers never asked for most of this.

Where This Lands

The bulls have the strongest near-term case: 900 million users, the Apple deal, and Gemini everywhere mean Google may win the applied-AI race — even if they do train on raw benchmarks. The publishers aren't happy: the same AI that makes Search smarter is draining the open web that taught it, and Google's ad business rides on that web. And the skeptics have history on their side, because Google's demos keep meeting reality badly. Whether I/O 2026 is remembered as the moment Google pulled ahead or the moment it started eating its own foundation depends on whether distribution or trust turns out to be the scarcer resource.

Sources