Goodfire says its new ‘inside-out’ monitors catch rogue AI agents at a fraction of the cost

Practical AI: Tools, Models & Frameworks

What changed

The standard way to keep an AI agent in line is to have a second AI read over its shoulder. It’s been the default approach, but it can get expensive fast when agents run for hours and process the equivalent of several novels’ worth of text. Goodfire, a startup focused on interpretability (figuring out how AI models work internally), launched a cheaper option on Thursday: monitors that watch what’s happening inside an AI model as it works, rather than just reading what it writes.

Why it matters

A concrete addition to Practical AI: Tools, Models & Frameworks: it changes what's available to builders today rather than being general commentary.

How it compares

Related prior coverage to compare against:

  • License to Call: Introducing Transformers Agents 2.0
  • The agent security gap: 54% of enterprises have already had an AI agent incident, and most still let agents share credentials
  • Nvidia launches new platform for reining in rogue AI agents

Sources