AI RESEARCH
Beyond Language: Format-Agnostic Reasoning Subspaces in Large Language Models
arXiv CS.LG
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ArXi:2605.09496v1 Announce Type: cross Large language models represent the same reasoning in vastly different surface forms -- English prose, Python code, mathematical notation -- yet whether they share a common internal substrate across these symbolic systems remains unknown. We