Turn GLM-5.3-Flash into a Jev-like System One model
In this report, the authors demonstrate how an off-the-shelf Large Language Model (LLM) can be transformed into a decision-making system akin to Jev's model. By crafting specific prompts, the LLM can provide typed decisions in a single forward pass, without the need for fine-tuning or specialized training like Jev or Laya. The authors tested their approach using GLM-5.3-Flash on Privatemode and compared the results with TypeSafe's Jev and Convai's Laya across 29 public datasets.
They found that GLM-5.3-Flash and Jev perform similarly, with minor variations that can be attributed to noise in the system.
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