Where Larger Models Excel: The Primacy of Constraint-Guided Reasoning

Guan-Yi Lin, Hen-Hsen Huang

Larger language models consistently outperform smaller ones on reasoning benchmarks, yet the reasoning differences underlying this gap remain underexplored. Across benchmarks in ma…