Position: AI Agents in Scientific Teams Should Be Studied as Human-Agent Systems

arXiv:2608.…

• 14667v1 Announce Type: new Abstract: Large language model-based agents…
• We argue that this overlooks the social aspects of scientific teamwork…
• We establish these points through literature and empirical analysis, a…

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Cross-Domain Industrial Fault Detection by Causal Mechanism Monitoring

arXiv:2608.…

• 14666v1 Announce Type: new Abstract: Unsupervised fault detection in i…
• This misses coupling faults, where the physical relationship between s…
• Such faults evade marginal monitoring and persist as latent failures, …

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When Uncertainty Isn't Enough: An Empirical Study of Self-Correction in Code Generation

arXiv:2608.14659v1 Announce Type: new Abstract: Large language models for code generation often produce incorrect solutions without reliable indicators of failure.…

• We study whether uncertainty estimation methods developed for natural …
• We evaluate five uncertainty methods: mean token entropy, verbalized c…
• We find that multi-sample $P(\text{True})$ achieves the strongest corr…

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Evaluating Multimodal LLMs across Text and Audio Modalities for Accessible Disaster Assistance

arXiv:2608.…

• 14651v1 Announce Type: new Abstract: Effective disaster risk communica…
• Recent advancements in Artificial Intelligence (AI), especially Multi-…
• However, their suitability for deployment rests on a property that rec…

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Task- and Session-Level Model Routing: A Common-Interface Hybrid Evaluation of Four Open-Source Routers Across Four Benchmarks

arXiv:2608.…

• 14641v1 Announce Type: new Abstract: Agentic systems increasingly dele…
• We present a common measurement protocol and hybrid evaluation of four…
• We evaluate 290 frozen tasks against a locked matrix of 2,610 candidat…

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TikTok带货博主卷疯快递：三天，从深圳到伦敦

今年6月26日，英国气温飙到了36摄氏度，创下十多年来的纪录。26万台小电风扇，从中国出发，在不到两周的时间里涌进了欧洲人的家门。不少英国人从下单到收货，只用了两天半。放在五年前，跨境卖家根本不敢想象这么快。…

• 而现在，这不得不成为“基础”。
• 8月5日，菜鸟集团正式发布"全球三日达"，在中国至欧洲、泛欧国家间、中东国家间等15条核心线路上，实现3个自然日门到门送达。
• 5公斤欧洲小包，单票物流费只有标准国际快递的一半。

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Accuracy and Reliability of Large Language Models in Cosmetic Chemistry and Skin Health: A Benchmarking Study

arXiv:2608.…

• 14631v1 Announce Type: new Abstract: As consumers increasingly turn to…
• We benchmarked 14 LLMs on a structured set of topics related to cosmet…
• Web search was disabled throughout to assess each model's internalized…

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Learning Agent Execution for KV-Cache Management in Agentic Serving

arXiv:2608.…

• 14624v1 Announce Type: new Abstract: Multi-agent LLM systems have emer…
• Across these workflows, every agent repeatedly executes a fixed contex…
• Existing LLM serving systems, however, manage KV-cache reactively usin…

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Large Language Models and their Awareness of Mechanics and Spatial Geometry

arXiv:2608.…

• 14615v1 Announce Type: new Abstract: Large Language Models (LLMs) perf…
• We present MecEng, a fully automated benchmark that evaluates LLMs on …
• The benchmark comprises 84 generic tasks on three difficulty levels, r…

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A Human-Centred Approach to Benchmarking LLMs for Parenting Advice

arXiv:2608.14622v1 Announce Type: new Abstract: People are increasingly using large language models (LLMs) to seek advice, including for parenting.…

• Parenting is a critical and socially sensitive domain.
• Thus, evaluating advice provided by LLMs requires indicators beyond ag…
• With a multi-dimensional rubric created by parenting experts, this pap…

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Do LLM Agents Negotiate Rationally? A Mechanism-Design Framework for Verifiable Multi-Agent Interaction over A2A/MCP

arXiv:2608.…

• 14613v1 Announce Type: new Abstract: Modern LLM-agent frameworks incre…
• However, these protocols specify transport and discovery rather than s…
• We introduce a framework that (i) encodes classical negotiation mechan…

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文章频道 - 2026上海国际公益广告奖正式启动，重点一篇搞定！

诚邀全球创意力量，以广告之美传递公益温度！上海国际公益广告奖正式启动！上海国际公益广告奖以“海纳百川 创益无界”为主题，以弘扬社会主义核心价值观、传承中华优秀传统文化、践行人民城市理念为目标，面向全球各界创作者征集原创公益广告作品。…

• 主题单元含“美丽世界”“文化中国”“人民城市”三个类别，专项单元设“青少年创意”“高校大学生创意”“AI创新”三个类别，旨在鼓励青年力量与新…
• 作品形式涵盖平面、音视频两类，征集时间截止9月8日，有意者可通过sipsac.
• 优秀作品将获得一定奖金，纳入公益广告作品库并全渠道展播。

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18 Jaw-Dropping Photos of Madonna in the Early Days

In honor of the pop icon’s birthday, we take a look back at the formative early years of her extraordinary career.

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Register to Attend | Insider Roundtable: The Fashion Executive’s Guide to Longevity Tech

Join Vogue Business for an intimate, off-the-record discussion on longevity tech, exploring what's next — from wearables to wellness — designed for industry leaders.

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Register to Attend | The Fashion Executive’s Guide to Longevity Tech, Live Webinar

Longevity tech is reshaping wellness and luxury. Join Vogue Business on 10 September for a live webinar on the trends and brands driving the category.

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