Why CVE Numbers Mislead - and What Security Teams Should Read Instead

A training-focused CVE roundup is a reminder that vulnerability management is a triage problem, not a counting exercise.

OpenAI Pushes a More Controlled Cyber Model Into Defender Hands

GPT-5.5-Cyber is being expanded inside Daybreak, with OpenAI positioning the model as a gated tool for vulnerability work across large codebases rather than a general-purpose release.

Overwhelmed and Under Fire: NIST Slams the Brakes on Vulnerability Analysis as Backlog Explodes

AI Unleashed: Shannon’s Autonomous Hacking Tool Promises to Outpace Cybercriminals-But at What Cost?

Keygraph’s new AI-powered pentesting engine, Shannon, brings unprecedented automation to web security-blurring the line between defense and offense.