Turning GLM-5.3-Flash into a Jev-like decision model

Researchers discovered a method to transform standard LLMs like GLM-5.3-Flash into decision-making models similar to Jev, achieving on-par accuracy and speed with Jev, but with higher costs per decision. The approach involves crafting input prompts to elicit a single output token answering the question, and has been benchmarked against Jev and Laya, outperforming Laya but with higher costs.