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Anthropic offers Claude and on-site engineers to power grid defenders, plus free open-source bug scans

The open-source scanner's bug reports go out with no human reading them first, and Anthropic expects most to be right.

On October 8, 2026, Anthropic launched the Anthropic Cyber Mission, which it calls "a long-term commitment to securing the systems everyone depends on." It starts in two places: the industrial systems behind power grids and water plants, and the open-source code most software is built on.

For the first, Anthropic will send Claude models, on-site engineers and threat research to the security firms that infrastructure operators already hire. For the second, it's giving open-source projects free scans from its strongest models.

Launched
Oct 8, 2026
Founding partners
11, including CrowdStrike, Dragos and Rockwell Automation
Open-source offer
OSS Scanner, free of charge
Expected true-positive rate
above 90%

Why the grid is hard to patch

Grids, water utilities and factories run on operational technology. Much of it can't be taken offline to patch, Anthropic writes, so known holes can stay open for years.

Two beige Allen-Bradley controllers wired with colored cables on a training bench, beside a handheld programmer and red patch leads
Programmable logic controllers on a training bench. Controllers like these run equipment in plants and utilities. Photo: Rahat ( Talk * Contributions ), CC BY-SA 4.0, via Wikimedia Commons

So the new Critical Infrastructure Defense Program works through the providers operators already trust (security firms, and the manufacturers that build and patch the gear). Its founding partners are Accenture, Booz Allen, CrowdStrike, Deloitte, Dragos, Hitachi, Insane Cyber, Nozomi Networks, Palo Alto Networks, PwC and Rockwell Automation. Several are already using Claude to fix vulnerabilities, according to Anthropic.

The partners' statements on the page are mostly about speed. PwC's is about what's at stake.

Through our work with critical infrastructure organizations, PwC’s cyber OT practice has seen firsthand the gravity of consequences cyber breaches can have in these environments.

From Introducing the Anthropic Cyber Mission \ Anthropic

Granted, it isn't Anthropic's first government-facing cyber work. In June it opened a program for state, local, tribal and territorial governments, and it says that's now reached more than half of all US states.

Free scans for open source, sent unread

OSS Scanner is opt-in. Enrolled projects get periodic scans from Anthropic's most capable models, free, and each report carries a proof of concept and, where there is one, a suggested fix. Nobody at Anthropic reads the reports before they go out.

The reports are model-generated and sent without human review.

From Introducing the Anthropic Cyber Mission \ Anthropic

Anthropic expects a true-positive rate above 90%, and it says plainly that some reports will still be wrong (a severity rating, for instance). The service is meant for projects that can keep up with a stream of findings. Smaller ones keep getting human-checked disclosures.

It also funded the Python Software Foundation and the Apache Software Foundation, plus Alpha-Omega and OpenSSF through the Linux Foundation.

Defenders are behind for now

Anthropic is blunt that the near term favors attackers. Exploiting bugs has gotten cheaper, while fixing them is slow and still depends on people. In Glasswing (its earlier scanning project), months often passed between a vulnerability being found and being fixed.

Our forecast is that in two years, AI will favor defense

Introducing the Anthropic Cyber Mission \ Anthropic

Industrial gear is slower still. A fix may have to wait until it can be applied safely to running machinery, and in rare cases, Anthropic says, that could take decades.

The same week, Anthropic folded Glasswing into its expanded Cyber Verification Program. Over the coming months it plans to bring the infrastructure program to more partners and more sectors.

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