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What LLM Forecasters Know but Don't Say: Probing Internal Representations for Calibration and Faithfulness

AI·The paper probes internal representations of Eternis-Forecaster 8B for forecasting, training a representation-pooling method to assess calibration and faithfulness of internal CoT reasoning.

arXiv cs.CL·arxiv.org·23h ago·1.4Researchllm forecasting calibration

Protecting cities with AI-driven flash flood forecasting

Climate & Sustainability

Google Research Blog·research.google·3/12/2026·0.2climate & sustainability earth ai generative ai