How Compliant is Sepsis Treatment? An Expert-Guided Neuro-symbolic Pipeline for Generating Clinical Compliance Insights

arXiv:2608.…

• 13617v1 Announce Type: new Abstract: Verifying whether clinical care f…
• We present an expert-guided pipeline that constrains a large language …
• The fuzzy layer encodes eight Surviving Sepsis Campaign bundle rules a…

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SemPlan: Benchmarking Structured Semantic Planning for LLM-Based Queries over Enterprise Data

arXiv:2608.…

• 13612v1 Announce Type: new Abstract: Natural-language interfaces to en…
• SemPlan Benchmark evaluates this architectural design space with a det…
• Four architectures are compared under the same model configuration: di…

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Evaluating Agentic Learning Harness Capabilities Without Labels via the Scaling Hypothesis

arXiv:2608.…

• 13608v1 Announce Type: new Abstract: Agentic "Continual Learning Harne…
• But their value is conventionally measured by gains against labeled be…
• Benchmark labels are scarce, stale, and unrepresentative, so a practit…

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MobileMem: Learning from a Year of Mobile Experiences

arXiv:2608.…

• 13606v1 Announce Type: new Abstract: The next generation of AI agents …
• Such assistants require long-term memory to accumulate and leverage us…
• We introduce MobileMem, a benchmark and framework for studying on-devi…

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No Universal Signal Predicts Sample-Level LLM Regression under Version Updates

arXiv:2608.13607v1 Announce Type: new Abstract: Frontier LLMs are updated frequently and typically outperform their predecessors in aggregate.…

• But aggregate gains say little about individual samples: an update can…
• This paper studies how to predict such regressions from signals availa…
• We compare single-model signals (confidence, logit margin, attention e…

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How to Pull Off an Influencer Trip in 2026

Brands are zeroing in on niche talent and de-emphasizing product promo. Consumers are as locked in as ever, but with a critical eye. What’s the best strategy?

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Today’s NYT Connections: Sports Edition Hints and Answers for Aug. 17, #693

Today’s NYT Connections: Sports Edition Hints and Answers for Aug. 17, #693

• Today’s NYT Connections: Sports Edition Hints and Answers for Aug. 17, #693

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Lynk and Omnispace form Elveo Mobile to advance D2D services

Lynk Global has completed its merger with Omnispace and rebranded as Elveo Mobile, adding globally coordinated S-band spectrum to expand direct-to-device satellite services beyond basic messaging.…

• The post Lynk and Omnispace form Elveo Mobile to advance D2D services …

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调用成功不等于判断正确：KDC 的行动治理主张

点击查看原文>

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Vibe check：你的AI产品真的能落地吗

点击查看原文>

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拒绝「差不多」，电商模型测评迎来「最严厉的父亲」

测评 AI 这件事，如今越来越难做了。几年前，AI 还是聊天机器人时，测评主要就是做题：写作的、数学的、编程的……最后形成一套跑分，用分数代表模型能力。但当 AI 从聊天框里走出来，变成能够调用工具、操作网页、处理文件、跨系统执行任务的 Agent，情况就变得复杂起来。…

• 平时我们看到的，是 AI 出现在手机上，能够刷淘宝、加购物车，最后下单。
• 实际上在商家的那一端，也有 AI 的参与，承担着比选购和下单更复杂的工作。
• 在专门考察电商环境中模型表现的 RealReplicaBench 测试中，经过 107 个真实商业任务的考核，所有参评模型都没有达到 60 …

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Active Perception for Embodied Disambiguation

arXiv:2608.…

• 13605v1 Announce Type: new Abstract: Natural language provides robots …
• Existing interactive disambiguation methods primarily obtain additiona…
• We propose an active-perception framework for embodied target disambig…

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Cross-Disciplinary Taxonomy and Modeling of Misunderstanding Generation, Amplification, and Detection, from Pragmatics to AI Agents

arXiv:2608.…

• 13604v1 Announce Type: new Abstract: Detection of misunderstanding is …
• This shift cuts communicators off from the resources repair depends on…
• In this paper we analyse misunderstanding as a layered process in whic…

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Measuring Cross-Task Behavioral Consistency in Language Model Agents

arXiv:2608.…

• 13598v1 Announce Type: new Abstract: Agent evaluation relies almost en…
• We argue that behavioral consistency across tasks is a distinct and me…
• BCM trains a model to predict task success from behavioral features of…

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Stable Miscalibration in Large Language Models: A Practical View of High-Confidence Errors

arXiv:2608.13591v1 Announce Type: new Abstract: High-confidence errors in large language models are often treated as evidence of fragile internal inference.…

• We study a different possibility: stable miscalibration, where a confi…
• We combine two diagnostics: a label-aware output-level audit score tha…
• On a multi-domain binary factual audit set, this audit score tracks wh…

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AI Evaluation Should Work With Humans

arXiv:2608.…

• 13577v1 Announce Type: new Abstract: This position paper argues that t…
• Instead, the AI community should pivot to evaluating the performance o…
• We argue that this collaborative shift will foster AI systems that act…

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文章频道 - 广告提案百年变革：从黑板到HTML

广告业百年提案工具发展史。提案工具换了五茬，但客户在桌子对面发呆的神情——五十年没变过。我入行二十年，做过几百场提案。最近翻老硬盘，从2006年一份叫"客户提案V1.0"的ppt文件开始往后数——光是ppt.…

• pdf格式的提案文件，我手头存着的就有13247个。
• 这还没算那些年久失修打不开的。
• 这13247个文件，让我突然想认真理一下：我们这一行，到底是怎么走到今天这一步的？

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招聘频道 - AE/SAE

招聘企业: 赞意工作区域: 北京东城区发布时间: 2026-08-17Job ID: 275533职位描述 Job Description职责：1.独立对接品牌客户，落地执行具体项目；2.…

• 准确理解客户的需求，与创意文案一起挖掘项目，推广创意和内容；3.
• 负责客户的执行方案及排期，对接运营、开发完成具体项目执行细节；4.
• 参与内容产出的审核及反馈；5.

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Untuckit to Expand Into Men’s Jeans

The brand best known for its men’s shirts will offer three washes in a slim straight fit.

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U.S. Polo Assn. Eyeing $4 Billion in Sales Within Five to Seven Years

The official organization for polo clubs and players will expand retail and e-commerce as it moves beyond $2.7 billion in global sales.

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Pacsun’s Field of Study Men’s Brand in Growth Mode

The elevated private brand is being rolled out from 25 to more than 300 stores this fall.

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JCPenney’s ‘Retail Regrets Trade-in’

The three-day program at the end of August aims to incentivize shoppers to visit JCPenney stores.

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Inside the WWD Archives: Hollywood Revisited: Film and Fashion the Perfect Pairing

As Hollywood revisits iconic films, WWD turns to its archives to reexamine on-the-set encounters with directors, celebrities and the fashion.

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成年人包里的唯一一支笔：模块笔入门导购

如果你的包里想带一支笔以备不时之需，这支笔应该就是你想要的。查看全文

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