From Open LLM Leaderboard data grouped by base model, the authors recover a three-factor ordering of LLM capabilities and claim instruction-following causally supports math reasoning.
Act: A simple theory of complex cognition
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Discovering Hierarchical Latent Capabilities of Language Models via Causal Representation Learning
From Open LLM Leaderboard data grouped by base model, the authors recover a three-factor ordering of LLM capabilities and claim instruction-following causally supports math reasoning.