A month after launching Project Glasswing, Anthropic is sharing its first results. The company says its Claude Mythos Preview AI model, working with about 50 partners, has found more than 10,000 high- or critical-severity vulnerabilities in system-critical software.
The model now spots security flaws faster than teams can verify, disclose, and patch them, Anthropic writes in a blog post. The company is holding back specific technical details, since the standard industry deadline for disclosing new vulnerabilities is 90 days and most findings can't be described yet without putting end users at risk.
Partners report a tenfold jump in bug discovery
Anthropic says the Glasswing partners run and build software that's core to the internet and other critical infrastructure. Each has found hundreds of critical vulnerabilities. Several also say their bug-finding rate jumped more than tenfold.
Cloudflare says it flagged 2,000 bugs, 400 of them high or critical severity. Its false positive rate beat human testers. Mozilla found and fixed 271 vulnerabilities in Firefox 150, more than ten times what its predecessor, Claude Opus 4.6, caught in Firefox 148.












