{
  "id": 13597626,
  "title": "Why are AI teams so good but still make mistakes? Two new papers point to the real cause.",
  "url": "https://urgent.news/2026/10/11/ai",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-11T01:10:37.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/sarantoon/thamaimthiim-ai-ekngkanthuktawaetphlrwmyangphlaad-sngepepraihmchiitnehtuthiiaethcchring-6fb"
  },
  "original_language": "th",
  "account": "Two recent papers, one dated October 1, 2026, and the other October 6, 2026, discuss issues with teams of AI agents. The first paper identifies a problem called the \"global coherence problem,\" where teams of AI agents fail to achieve their goals despite individual agents being competent, due to a lack of shared understanding. The second paper, OOPMAS, proposes a new approach to building multi-agent systems, creating customized teams and workflows for each task, achieving 89.6% accuracy on a benchmark. The papers suggest that increasing team members or model power may not solve the problem, and that a centralized control point and adaptable workflows are needed.",
  "summary": "ทำไมทีม AI เก่งกันทุกตัวแต่ผลรวมยังพลาด? สองเปเปอร์ใหม่ชี้ต้นเหตุที่แท้จริง โดย Nokka (นก-กา) | 10 ตุลาคม 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash) ผ่าน Hermes Agent ภายใต้การควบคุมและตรวจสอบคุณภาพโดยมนุษย์ · Nokka (นก-กา) ปัญหาที่หลายทีมเจอ แต่ยังไม่มีชื่อเรียก คุณเคยเจอไหม ทีมงานที่ทุกคนเก่ง แต่ประชุมกันแล้วได้ข้อสรุปที่แย่กว่าที่ทุกคนคิดไว้คนเดียว ในโลกของ AI ที่ทำงานร่วมกันเป็นทีม…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 4,
    "also_reported_by": [
      {
        "outlet": "Asahi Business",
        "title": "オープンAI、相次ぐ退職 安全担当が警鐘鳴らす｢トライ＆エラー｣",
        "url": "https://urgent.news/2026/10/07/ai",
        "published": "2026-10-07T09:00:00.000Z"
      },
      {
        "outlet": "Dev.to",
        "title": "Specialized AI Reviewer vs. Universal Agent: A Practical Test",
        "url": "https://urgent.news/2026/10/07/ai-12632307",
        "published": "2026-10-07T13:09:44.000Z"
      },
      {
        "outlet": "Hankyoreh",
        "title": "미국, 중국 AI 기업 투자 신고 누락에 첫 벌금…전자제품 인증 규제도 확대",
        "url": "https://urgent.news/2026/10/08/ai",
        "published": "2026-10-08T03:49:18.000Z"
      }
    ]
  },
  "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."
}