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Non-monotonic causal discovery with Kolmogorov-Arnold Fuzzy Cognitive Maps

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1 SIGNALFIRST DETECTED 8 April 2026
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23 Apr
Beyond Coefficients: Forecast-Necessity Testing for Interpretable Causal Discovery in Nonlinear Time-Series Models

arXiv:2604.18751v1 Announce Type: cross Abstract: Nonlinear machine-learning models are increasingly used to discover causal relationships in time-series data, yet the

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28 May
Why LLMs Fail at Causal Discovery and How Interventional Agents Escape

arXiv:2605.27567v1 Announce Type: new Abstract: Causal discovery is a cornerstone of scientific reasoning, yet whether large language models can perform it reliably remains an

REPORT · HOW · ArXiv CS.AIOPEN STORY
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