Causal Investigations of Compound AI System Behaviors:  Applications in Synthetic Audio Detection and Air Combat Training Scenario Generation

Ashley Hart; Svitlana Volkova

Causal Investigations of Compound AI System Behaviors: Applications in Synthetic Audio Detection and Air Combat Training Scenario Generation

Ashley Hart, Svitlana Volkova

Published: 22 Sept 2025, Last Modified: 22 Sept 2025WiML @ NeurIPS 2025EveryoneRevisionsBibTeXCC BY 4.0

Keywords: compound ai, explainable ai, multimodal models, model evaluation, causal discovery, artificial intelligence, audio detection, audio forensics, scenario generation

Abstract: Abstract contained in uploaded PDF file.

Submission Number: 124

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