AI RESEARCH
Analytica: Soft Propositional Reasoning for Robust and Scalable LLM-Driven Analysis
arXiv CS.AI
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ArXi:2604.23072v1 Announce Type: new Large language model (LLM) agents are increasingly tasked with complex real-world analysis (e.g., in financial forecasting, scientific discovery), yet their reasoning suffers from stochastic instability and lacks a verifiable, compositional structure. To address this, we