Emergence Society Test: What happens when you put 50 advanced AI agents in a virtual town, give them complete autonomy, and leave them alone for 15 days? Complete, unhinged chaos. https://www.facebook.com/share/p/1DkqPKLH5V/?mibextid=rS40aB7S9Ucbxw6v https://www.emergence.ai/blog/emergence-world-a-laboratory-for-evaluating-long-horizon-agent-autonomy
Advice Provider Test: Researchers Asked LLMs for Strategic Advice. They Got “Trendslop” in Return. https://hbr.org/2026/03/researchers-asked-llms-for-strategic-advice-they-got-trendslop-in-return 研究指出，LLM在提供商業戰略建議時，極易盲從管理學的熱門流行語（如差異化、去中心化），形成「趨勢垃圾」（Trendslop）現象。其建議往往缺乏客觀邏輯且同質化，主管應將其視為腦力激盪工具，而非決策依據。