Security Unlocked

Ai-Security

Threat Intelligence

The Agent Trusts the Output

Eight AI agent frameworks disclosed the same class of remote code execution vulnerability in a single week because the entire ecosystem shares a cognitive failure: treating LLM output as trusted data rather than untrusted instructions.

Threat Intelligence

What the Model Returns, the Shell Executes

Eight AI agent frameworks disclosed the same architectural vulnerability in a single week, revealing that the AI agent ecosystem is repeating the early-web SQL injection era under exploitation timelines that leave no room to learn slowly.

Threat Intelligence

AI Infrastructure Exploited Within 24 Hours of Disclosure

Four AI infrastructure platforms (Langflow, Marimo, LMDeploy, Flowise) were exploited within 24 hours of vulnerability disclosure last week. The patching window has collapsed to under one attacker shift.

Threat Intelligence

The Protocol Is Doing Its Job

MCP's trust architecture makes any exposed management interface a pre-authenticated command shell by design, not by accident, and two RCE vulnerabilities in the same week reveal a deployment curve that has outrun both audit methodology and detection playbooks.

Threat Intelligence

Mythos Finds Zero-Days. npm Found Three More.

The same week Anthropic unveiled an AI that autonomously finds zero-days, its own CLI shipped a CVSS 9.8 command injection, exposed by a debugging artifact that had been sitting in an npm package since March 31.