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Sergey Brin, Google co-founder, in a meeting, discussing DeepMind's AI advancements and agent skills catalog.

Editorial illustration for Sergey Brin pushes DeepMind to match Claude, unveils agent skills catalog

DeepMind's Agent Skills Race: Brin's Claude Challenge

Sergey Brin pushes DeepMind to match Claude, unveils agent skills catalog

Updated: 3 min read

Sergey Brin is personally on the bench at Google. That fact alone signals a crisis. The billionaire co-founder has one blunt mission for DeepMind: catch Anthropic's Claude.

In naming that target, Google has quietly admitted the new bar. Claude is it.

The once-retired Google co-founder is now reportedly running a DeepMind “strike team” focused on closing Gemini's internal coding gap with Claude — with Brin framing the push as the shortest route to the holy grail of self-improving AI.

DeepMind's answer, an agent skills catalog, just landed. It lets businesses build and save custom AI workflows. This isn't about a smarter chatbot.

It's a direct play for automation-obsessed enterprise buyers, turning prompts into proprietary assets. The counterpunch is here.

Look at the frantic rush from Figma, Canva, and Adobe into agentic tools. That reveals a sharp, palpable fear. But they might be scared of the wrong competitor.

The true existential threat comes from the labs themselves. Consider Claude Design. That's Anthropic building an app that simply bypasses the platforms entirely.

Every such upgrade to a native tool undermines the complex, expensive middleware everyone else is selling.

Brin is gambling on a box of parts. His bet is that a set of interoperable skills will beat a single, polished tool. The new catalog is that box.

The race is now about who stocks it best and who uses it fastest. DeepMind is playing catch-up. The problem is simple: in this sprint, the starting gun fired months ago.

Common Questions Answered

How is Sergey Brin pushing DeepMind to compete with Anthropic's Claude?

Brin has issued an internal memo urging the DeepMind team to accelerate development of agent-centric capabilities, specifically targeting a strategic shift to close the gap with Claude's capabilities. This push is part of a broader industry movement toward creating more modular and sophisticated AI assistants that can automate complex workflows.

What is DeepMind's new agent skills catalog, and how will it impact enterprises?

The agent skills catalog is a new platform feature that enables enterprises to create reusable and customizable workflows within their systems. This innovation aligns with the design world's shift toward agentic workflows, allowing companies to develop more flexible and efficient AI-driven processes across different platforms.

What challenges does DeepMind face in matching Claude's coding capabilities?

DeepMind is attempting to close Gemini's coding gap with Claude, but the article suggests uncertainty about the timeline and technical feasibility of this goal. The initiative is framed as a path to self-improving AI, though the specific technical milestones remain undefined, leaving questions about the realistic achievement of this ambitious objective.

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