English(EN)Claims of emergence in AI should be grounded in information decomposition
OpenAI利用AI代理进行生物学发现;提出AI涌现声明新框架
作者PulseAugur 编辑部·[10 个来源]·
OpenAI正在利用数千个分布式AI代理来加速复杂生物学数据的研究,特别是从数百万个脑细胞样本中识别有希望的线索。同时,研究人员正在提出一个使用信息分解的正式框架,以严格评估AI系统(包括语言模型和多代理系统)中“涌现”或“协同”的声明。另外,一篇讨论将Copilot和ChatGPT的商业应用进行了比较,并将Claude置于这一背景下。
AI
arXiv:2610.29223v1 Announce Type: new Abstract: Retrieval-augmented generation can expose unwanted concepts through retrieved evidence even when the generator is moderated. We study query-side concept suppression with a fixed encoder and document index. Compositional Concept Unle…
arXiv cs.AI
TIER_1English(EN)·Christoph Riedl, Fernando E. Rosas·
arXiv:2610.28479v1 Announce Type: new Abstract: When a language model develops capabilities not traceable to its individual components, when a multi-agent AI system outperforms each agent on its own, or when a human-AI pair succeeds where either fails in isolation, AI researchers…
arXiv cs.MA (Multiagent)
TIER_1English(EN)·Fernando E. Rosas·
When a language model develops capabilities not traceable to its individual components, when a multi-agent AI system outperforms each agent on its own, or when a human-AI pair succeeds where either fails in isolation, AI researchers describe it as a case of ``synergy'' or ``emerg…
Hacker News — AI stories ≥50 points
TIER_1English(EN)·raahelb·
📝 New Article! L'article 50 en pratique : cinq choses à réussir dans un chatbot WordPress Où placer la mention d'IA, comment la formuler, pourquoi elle doit être accessible et pourquoi elle se tient hors du journal des messages. Cinq vérifications concrètes au regard de l'article…
AI data centre company cold calling about buying land, inquiry told By Ashleigh Barraclough Consultants for an AI data centre company have been cold calling residents in north-west Tasmania wanting to buy their land, the Greens say. https://www. abc.net.au/news/2026-10-21/ai- dat…
<table> <tr><td> <a href="https://www.reddit.com/r/OpenAI/comments/1xbq37i/using_thousands_of_ai_agents_to_uncover_new_leads/"> <img alt="Using thousands of AI agents to uncover new leads in biological data" src="https://external-preview.redd.it/JABiQrQPI-4UWhzc4RQ3-5JLFgwISz1SkQ…