AI Labs & AppSec: New Era of Cybersecurity Tools

Every major frontier AI lab has launched a cybersecurity platform in the last 90 days. This marks a significant shift in how security tooling is built and evolves. For example, Anthropic released Project Glasswing, and Google shipped a Gemini CLI security extension. This week, OpenAI launched Daybreak, a multi-tiered platform built on GPT-5.5 and Codex Security. Partners like Cisco and CrowdStrike are already integrating its capabilities. What's interesting is that the same AI making security analysis faster for defenders also benefits adversaries. This has led to "triage fatigue," where too many findings overwhelm security teams. HackerOne even paused its bug bounty program due to a surge in AI-assisted vulnerability reports. However, AI scanning is not replacing traditional security testing entirely. Scanning a large codebase with Anthropic's Glasswing cost about $20,000 for one review. This shows AI excels at targeted, high-value analysis, not broad enterprise-wide testing. The bottom line is that a hybrid approach is emerging, combining traditional scanning with AI for a more comprehensive security program.