一作ICLR 2026Poster· Applications / Language, Speech and Dialog
Analytica: Soft Propositional Reasoning for Robust and Scalable LLM-Driven Analysis
Junyan Cheng · Kyle Richardson · Peter Chin
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Junyan Cheng · Kyle Richardson · Peter Chin
Junyan Cheng · Ankit Srivastava · Jessie Zeng · Milenko Drinic · Jack W. Stokes
We introduce Apeiron, a scalable and extensible framework for addressing amorphous user demands through autonomous, full-lifecycle application synthesis. Apeiron models the unstructured app development process as a heuristic optimization problem combining (i) a Computer-Use Agent (CUA) evaluator...