reasoning-frameworks

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Collective Intelligence with Foundation Models

arXiv cs.CL · 2026-07-10 Cached

This paper presents a multi-agent reasoning framework where multiple foundation models collaborate through structured critique and aggregation, demonstrating that model heterogeneity significantly improves step-wise reasoning accuracy and reduces variance across domains.

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#reasoning-frameworks

Domain Adaptation and Reasoning Frameworks in Language Models: A Controlled Experiment with Historical Cosmology

arXiv cs.CL · 2026-06-01 Cached

This paper investigates how domain adaptation reshapes explanatory behavior in language models by training on a pre-Copernican corpus, finding that fine-tuning shifts explanatory framing more than cosmological stance.

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