AI Can Find Thousands of Vulnerabilities. We’re About to Ship Millions More.

A vast ocean at dawn filled with thousands of ships sailing toward the horizon, dense fog ahead, dark water beneath, one lighthouse scanning from shore.

Just weeks ago, Claude 4.6 worked with the Firefox team to uncover 22 real vulnerabilities in production software. That was notable. What came next was more so. Anthropic reportedly held back their next model, Claude Mythos, not because it underperformed, but because it was finding thousands of previously undiscovered vulnerabilities across operating systems and web […]