paper_type.json (289B)
1 { 2 "paper_type": "theoretical", 3 "reason": "The paper extends neural scaling laws through mathematical formulation and formal analysis of how granularity affects model scaling, with primary contributions being theorems and fitted scaling equations rather than experimental validation." 4 }