Anthropic’s Project Glasswing has identified over 10,000 high-severity software vulnerabilities in one month using its Mythos Preview AI model. Partner companies, including Cloudflare and Mozilla, reported significantly faster bug-hunting rates. However, Anthropic warns that the industry’s patching capacity currently lags behind AI discovery speeds, creating an urgent need for shorter software maintenance cycles.