MATS Fellow:
Isha Gupta
Authors:
Kai Fronsdal, Isha Gupta, Abhay Sheshadri, Jonathan Michala, Stephen McAleer, Rowan Wang, Sara Price, Samuel R. Bowman
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.
Uncovering Hidden Propensities in Language Models via Limited-Parameter Finetuning
Authors:
Boyd Kane, Jo Jiao, Elizabeth Donoway, Alex Cloud
Date:
December 7, 2026
Citations:
Detecting AI Training in Datacentre Power
Authors:
Tom Kimpson, Emlyn Graham
Date:
October 19, 2026
Citations:
The MATS Program is an independent research and educational initiative connecting emerging researchers with mentors in AI alignment, governance, and security.
Each MATS cohort runs for 12 weeks in Berkeley, California, followed by an optional 6–12 month extension in London for selected scholars.