{
  "id": 10133739,
  "title": "Turn GLM-5.3-Flash into a Jev-like System One model",
  "url": "https://urgent.news/2026/09/27/turn-glm-5-3-flash-into-a-jev-like-system-one-model",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-27T02:07:23.000Z",
  "source": {
    "name": "Lobsters",
    "slug": "lobsters",
    "url": "https://www.privatemode.ai/blog/system-one-from-glm-flash"
  },
  "original_language": "en",
  "account": "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.",
  "summary": null,
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}