Tech

Google I/O opens amid coding deficit and internal tensions

Anticipated announcements include updates to the Antigravity coding platform and the public release of the Health Coach tool, set against a backdrop of employee protests and a competitive landscape dominated by Anthropic and OpenAI.

Author
Mara Ellison
Science and Space Editor
Published
Draft
Source: MIT Technology Review · original
What to expect from Google this week
Developer conference begins in Mountain View as company faces reports of lagging behind rivals in foundation model capabilities

Google is set to open its annual I/O developer conference in Mountain View, California, tomorrow, marking a significant shift in the company’s standing within the artificial intelligence sector. Reports indicate that Google has fallen behind competitors in the foundation model race, particularly regarding coding capabilities, a metric that now largely defines a model’s reputation. This stands in stark contrast to the company’s position at I/O 2025, where the launch of Gemini 2.5 Pro had positioned it as a frontrunner.

The company’s current coding deficit has reportedly compelled internal operational changes. Google engineers at DeepMind, the firm’s artificial intelligence division, have been allowed to use Anthropic’s Claude Code internally to prevent falling further behind in their work. To address this gap, reports suggest the establishment of a new AI coding team at DeepMind, with John Jumper, a 2024 Nobel Prize laureate in chemistry, lending his expertise to these efforts.

Attendees at the conference are expected to watch for announcements related to these coding initiatives, including updates to the Antigravity agentic coding platform. However, analysts suggest that while Google is taking the crisis seriously, it is unlikely to reclaim the coding frontier in the immediate term, given that internal engineers were reportedly still competing for access to Claude Code as recently as last month.

Beyond coding, observers will look for developments in artificial intelligence for science, an area where Google retains a strong lead. As the only frontier artificial intelligence company to have earned a Nobel Prize, Google has previously released tools such as the AI co-scientist and AlphaEvolve. The company is also preparing to make its AI-powered Health Coach tool publicly available tomorrow, although promotional materials indicate the tool focuses on fitness and diet advice rather than medical concerns, a departure from OpenAI’s recent dominance in health artificial intelligence.

The conference proceedings will unfold against a backdrop of internal controversy and external legal drama. Last month, approximately 600 employees, many from DeepMind, sent a letter to CEO Sundar Pichai protesting a Department of Defence deal, which Google signed the following day. Concurrently, the Elon Musk versus Sam Altman trial is wrapping up in Oakland, roughly 30 miles north of Mountain View, highlighting the broader tensions within the artificial intelligence industry.

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