Public repositories provide code and research paths, but do not establish a general world model, causal reasoning or independently validated performance. We aim to place experimental conditions, limitations and reproduction paths alongside capability claims.
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Clarifying the boundary between research and capability claims
Public materials separate research direction, engineering implementation and verified evidence.