Petri: An open-source auditing tool to accelerate AI safety research

MATS Fellow:

Isha Gupta

Authors:

Kai Fronsdal, Isha Gupta, Abhay Sheshadri, Jonathan Michala, Stephen McAleer, Rowan Wang, Sara Price, Samuel R. Bowman

Citations

0 Citations

Abstract:

We're releasing Petri (Parallel Exploration Tool for Risky Interactions), an open-source framework for automated auditing that uses AI agents to test the behaviors of target models across diverse scenarios. When applied to 14 frontier models with 111 seed instructions, Petri successfully elicited a broad set of misaligned behaviors including autonomous deception, oversight subversion, whistleblowing, and cooperation with human misuse. The tool is available now at github.com/safety-research/petri.

Recent research

Subliminal Learning Is Steering Vector Distillation

Authors:

Date:

May 31, 2026

Citations:

Training Deliberative Monitors for Black-Box Scheming Detection

Authors:

Akshat Naik

Date:

May 28, 2026

Citations:

Frequently asked questions

What is the MATS Program?
How long does the program last?