KACE: Knowledge-Adaptive Context Engineering for Mathematical Reasoning

Jayant Parashar, Suchendra M. Bhandarkar

Context engineering can improve large language models without updating their weights, but mathematical reasoning exposes a key limitation: feedback accumulated in one growing promp…