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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。…

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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

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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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Upbit and Bithumb report 50% declines in H1 revenue, reflecting market contraction

Upbit and Bithumb report 50% declines in H1 revenue, reflecting market contraction

• Upbit and Bithumb report 50% declines in H1 revenue, reflecting market contraction

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世界人工智能开源大赛（GOAI）初赛评审正式启动，全球AI创新项目进入首轮遴选

点击查看原文>

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When Do LLMs Apply the Wrong Law? Diagnosing LLM Failures in Temporal Legal Reasoning

arXiv:2608.…

• 14610v1 Announce Type: new Abstract: Legal reasoning tasks such as leg…
• However, whether large language models (LLMs) can reliably perform thi…
• In this paper, we construct a benchmark to evaluate LLMs on temporal a…

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Position: Medical AI Neglects Real Treatment Outcomes

arXiv:2608.14598v1 Announce Type: new Abstract: Medical AI has rapidly improved its ability to perform diagnostic and prognostic tasks that lead to treatment decisions.…

• But understanding of treatment itself is still inadequately trained an…
• This neglect seriously limits the potential of medical AI, and is alre…
• Real treatment outcomes, drawn from sources such as observational data…

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Toward Safe LLM Agents: A Survey of Specification, Verification, and Enforcement

arXiv:2608.…

• 14590v1 Announce Type: new Abstract: LLM agents increasingly perform i…
• However, no existing system provides formally grounded, task-level saf…
• Research remains fragmented across specification, verification, and en…

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