{
  "id": 429396,
  "title": "CreativeInstruct: Scalably Teaching LLMs to Balance Quality, Creativity, and Diversity",
  "url": "https://urgent.news/2026/08/07/creativeinstruct-scalably-teaching-llms-to-balance-quality-creativity",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-07T17:55:48.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2608.07460v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "While post-training improves the capabilities of large language models (LLMs), it generally lowers their output diversity and creativity, negatively impacting tasks that explicitly require creativity (e.g., story generation) as well as those that require it implicitly, e.g., reinforcement learning (RL). We instead propose CreativeInstruct, a scalable instruction-tuning method that teaches LLMs to…",
  "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."
}