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Project Glasswing found 10,000 critical vulnerabilities in 30 days — and the industry isn't ready

Anthropic published its first Project Glasswing progress report this week. In approximately 30 days, Claude Mythos Preview and its 50+ partner organisations identified more than 10,000 high or critical severity vulnerabilities across systemically important software — a rate of discovery that no human security team has ever come close to matching, and one that has completely overwhelmed the industry's ability to respond.

The details:

• Of the 10,000+ vulnerabilities identified: 6,202 were initially flagged as high or critical severity across more than 1,000 open-source projects; 1,726 were confirmed as valid true positives; and 1,094 were confirmed as high or critical severity after full review — meaning real, exploitable flaws in software that runs global infrastructure.

• IBM formally joined the coalition this week, and South Korea is in active discussions to become the first sovereign government member. The coalition's partner count is now approaching 70 organisations.

• The bottleneck has fundamentally shifted: finding vulnerabilities is no longer the hard part. Fixing them at this pace — across thousands of open-source projects simultaneously — is a problem that existing patch management systems were not designed to handle.

• Mozilla independently validated Glasswing's methodology, claiming a 10x improvement in vulnerability detection versus traditional tooling — a figure that, if it holds under scrutiny, reframes what enterprise security teams should be investing in.

Why it matters: Glasswing is the clearest proof yet that frontier AI has moved from impressive demos to consequential infrastructure. The 1,094 confirmed high-severity vulnerabilities found in a single month represent more meaningful security work than most national cybersecurity agencies produce in a year. The harder question — which nobody has cleanly answered yet — is what happens when the discovery rate permanently outpaces the remediation rate. The software that runs banks, hospitals, and power grids has vulnerabilities that Glasswing can find faster than anyone can patch them. That is not a technology problem. It is a coordination problem. And it is now urgent.

AI Cheat Sheets

New Glenn Explodes, Challenges Mount

AI news highlights

• Anthropic tops OpenAI as most valuable AI startup — nears $1 trillion valuation, surpassing OpenAI's $852B figure for the first time
• Anthropic and OpenAI aggressively raising API prices — both have found product-market fit with coding and agent products
• Snowflake surges 36% — best day ever — AI-driven software demand fuels broader rally across cloud stocks
• Okta jumps 8% on agentic AI demand — identity infrastructure becoming core to enterprise AI deployment
• Apple launches genai.apple.com — new subdomain points to a full Siri overhaul, biggest AI bet in Apple's history
• Anthropic co-founder: AI will train its own successor within 2 years — Jack Clark on record with the most consequential prediction of the year
• IBM CEO: Mythos was the trigger for open-source cybersecurity push — frontier model capabilities are now reshaping enterprise security strategy
• AI voice cloning scams surge — CNN reports growing wave of fraud using cloned voices of real people

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• OpenRouter — Model routing and API gateway, $1.3B valuation, doubled in one year
• Google AI Studio Vibe Coding — Vibe coding mode now live with Google AI subscription
• Runtime — Sandboxed agent execution with policy controls and integrations

That’s a Wrap

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