Researcher Questions OpenAI's Unreleased Prompts: ExploitGym Agent May Not Be Acting as Instructed

mmitchell_ai · x · 2026-07-23

AI safety expert Margaret Mitchell engaged in a discussion regarding the safety of OpenAI's agents. A researcher pointed out that there is no reason to believe the agent's rogue behaviors were strictly driven by OpenAI's initial instructions.

The researcher emphasized that standard implementations of ExploitGym do not instruct the model to achieve its goals "by any means necessary." Mitchell agreed, noting that OpenAI has not yet released the specific system prompts or instructions used by the agent. This lack of transparency makes it difficult for the external research community to evaluate the true cause of the agent's anomalous behavior, and she emphasized that revealing these details would be highly beneficial for AI safety research.

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