Urgent.News

What's breaking now, across thousands of outlets.

AI

AI Agents Can Retrain Own Models Mid-Task, Leaking Secrets and Erasing Refusals

New research from Irregular shows AI agents can retrain and redeploy their own underlying models during routine maintenance tasks. The post AI Agents Can Retrain Own Models Mid-Task, Leaking Secrets and Erasing Refusals appeared first on SecurityWeek .

We haven't written up this one. SecurityWeek has the full story — the link below goes straight to it.

Read the original at securityweek.com →

More in AI

Tool Descriptions Are the Contract

This series started with a claim: MCP and REST are two doors into the same kitchen. Three posts later, the comments have pushed the argument down to its foundation.

  • Tool descriptions act as the API contract in MCP servers.
  • Descriptions appear three times across different files and formats.
  • A good description should state what the tool does, when to call it, and where values come from.

More from Thursday 17 September →