EnCompass: Helping AI Systems Recover from Mistakes and Find Optimal Solutions (IMAGE)
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A team of scientists led by Asari AI along with researchers from Caltech and MIT, has developed a new framework that enables programmers to improve AI agents such that they make fewer mistakes and quickly recover from errors without needing to rewrite the core logic of their program. The framework, called EnCompass, allows programmers to backtrack easily when an error occurs and more simply test different search strategies, methods of searching along different possible pathways of execution through their code.
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Li et al. (2025) 39th Conference on Neural Information Processing Systems
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