Belief-Calibrated Optimization: An Explicit World Model for Agentic Optimization

Yuhan Chen, Zhihua Tian, Mahavir Dabas +7

The performance of an LLM agent depends on the scaffold around a frozen model. A common way to improve that scaffold is to use a coding agent as an optimizer: it reads current scor…