AI Research Papers

Latest papers from arXiv — updated daily across cs.AI, cs.LG, cs.CL, and cs.CV.

200 papers — updated daily from arXiv

General MLJun 15, 20262606.13703
History of the Muddy Children Puzzle

Hans van Ditmarsch

arXiv:2606.13703v1 Announce Type: new Abstract: The Muddy Children Puzzle is a puzzle about knowledge and ignorance that has been inspiring for the development of epistemic logic. Who came up with it first? This is…

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LLMs & LanguageJun 15, 20262606.13707
Orchestra-o1: Omnimodal Agent Orchestration

Fan Zhang, Vireo Zhang, Shengju Qian +8 more

arXiv:2606.13707v1 Announce Type: new Abstract: The recent success of agent swarms has shifted the paradigm of large language model (LLM)-based agents from single-agent workflows to multi-agent systems, highlighting…

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Agents & ReasoningJun 15, 20262606.13710
Hybrid Open-Ended Tri-Evolution Makes Better Deep Researcher

Hongming Piao, Chi Liu, Mengzhuo Chen +4 more

arXiv:2606.13710v1 Announce Type: new Abstract: Deep research and agent evolution serve as de-facto tasks for AI agents in real-world applications toward artificial general intelligence. The former enables autonomous…

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LLMs & LanguageJun 15, 20262606.13715
WorkBench Revisited: Workplace Agents Two Years On

Olly Styles

arXiv:2606.13715v1 Announce Type: new Abstract: The best agent on WorkBench in March 2024, GPT-4, completed 43% of tasks and took an unintended harmful action, such as emailing the wrong person, on 26% of them. We…

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General MLJun 15, 20262606.13732
When Sample Selection Bias Precipitates Model Collapse

Xinbao Qiao, Xianglong Du, Wei Liu +4 more

arXiv:2606.13732v1 Announce Type: new Abstract: The proliferation of recursive training on synthetic data can alleviate data scarcity but risks model collapse, where repeated training erodes distributional tails and…

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