Ship an AI Feature That Survives an AI-Assisted Attack
Frontier models cleared a 32 step end-to-end cyber-attack range in a single month. Defensive patterns need to keep up.
Defense-Grade AI Without the Pentagon Contract, a Guardrails Checklist for Regulated Teams
The Pentagon picked eight AI vendors and excluded Anthropic over guardrails. The disagreement maps what serious controls look like.
Patch Faster Than the Attackers, an Automated CVE-to-PR Pipeline
28.3% of CVEs are exploited within 24 hours of disclosure. Here is an automated agent that opens fix PRs before attackers move.
OpenAI Bought Its Own Red Team, and Nobody Asked the Obvious Question
OpenAI acquired Promptfoo, the industry's most trusted AI red-teaming tool. When the company building AI also controls the tool that tests it for safety, who watches the watchmen?
AI Code Is Getting Worse, Not Better
Code churn doubled. AI-generated code has 2.74x more vulnerabilities. First-year costs run 12% higher. The productivity story is more complicated than the vendors say.
MCP Gave AI Agents Superpowers. Attackers Noticed.
The protocol that lets AI agents use tools also gave attackers a new attack surface. January 2026 showed us how bad it can get.
24,000 Fake Accounts and the New Shape of Industrial Espionage
Three Chinese AI labs created 24,000 fake accounts on Anthropic, generating 16 million interactions. A new kind of industrial espionage.