Aggregate 数英网 时尚 45″

文章频道 - 从山姆30年里，看见长期主义

永远会被真实的人感动。这两天，营销圈好几个朋友在群里转了山姆三十周年的品牌片《三十年与一日》，感慨片子的制作水准之外，也都共同提到了一个点：这似乎是山姆第一次让它背后的人集体走到了台前，还挺新鲜的。…

• 其实最近被讨论的山姆视频不止它，前些天朋友圈还刷到一支竖屏的短片叫《我的山姆瞬间》，用的是会员在山姆店里的UGC素材混剪，跟《三十年与一日》…
• 两支片子都是山姆中国30周年的品牌作品，网上的留言，证明了它们对观众的情感触动：印象里的山姆，似乎总是通过“物”在沟通，默默地做产品、做服务…
• 而这次山姆在30岁生日时想讲的话，不管形式如何，对象反而是人。

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Aggregate arXiv cs.AI 人工智能 45″

Predictive Memory Localization: Forecasting Selective Intervention Paths from Internal Signals

arXiv:2608.…

• 12892v1 Announce Type: new Abstract: Activation steering turns localiz…
• We introduce Predictive Memory Localization (PML), which treats the me…
• PML separates random-calibrated target movement from semantic-neighbor…

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Aggregate arXiv cs.AI 人工智能 45″

AI and Consumer Rights in India Working Paper

arXiv:2608.12863v1 Announce Type: new Abstract: As AI systems proliferate in consumer facing applications, questions about liability for AI related harms remain unresolved.…

• This working paper examines whether India's Consumer Protection Act, 2…
• The Act's broad definitions of product liability, harm, and deficiency…
• However, significant gaps remain.

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Aggregate arXiv cs.AI 人工智能 45″

ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification

arXiv:2608.…

• 12877v1 Announce Type: new Abstract: Multi-hop fact verification, whic…
• Recent methods primarily rely on multi-agent collaboration to decompos…
• However, these methods face two critical limitations: (1) agents may p…

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Aggregate arXiv cs.AI 人工智能 45″

Practice Makes Unsafe: Skill Misevolution in Self-Improving LLM Agents

arXiv:2608.12851v1 Announce Type: new Abstract: Self-improving LLM agents convert successful trajectories into persistent cross-task state.…

• An unsafe success can thereby become reusable policy after its trigger…
• Skill evolution makes this failure measurable by distilling operationa…
• Because evolution optimizes task outcomes rather than procedure safety…

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Aggregate arXiv cs.AI 人工智能 45″

Beyond Retrieval: Query-Conditioned Reuse of Long-Horizon Agent Trajectories

arXiv:2608.…

• 12847v1 Announce Type: new Abstract: Retrieval can identify a past tra…
• We identify this post-retrieval reuse step as a distinct bottleneck fo…
• We instantiate the framework with query-conditioned reuse (QCR), a del…

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Aggregate 极客公园 人工智能 45″

当 AI 开始批量写 HTML，WorkBuddy 想解决「生成之后」的问题

头图来源：视觉中国 「人人都应该有一个 AI 工作台」，最近这段时间，网络上掀起了一阵搭建个人工作台的热潮。…

• 先是一位百万级大网红用 WorkBuddy 几句话搭出了一个专属工作台，视频发出后，抖音、小红书的评论区随即变成了「大型交作业现场」—— 有…
• 不少用户在晒完新鲜感之后，很快发现了同一个坑—— 数据只存在本地。
• 在办公室电脑上录的一条待办，回家打开手机，空的；手机上记的一笔账，回到电脑上看，没有。

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Aggregate arXiv cs.AI 人工智能 45″

CABS+: Efficient and Scalable Model Merging via Conflict-Aware Sparsification and Adaptive Weight Allocation

arXiv:2608.…

• 12842v1 Announce Type: new Abstract: Model merging has recently attrac…
• However, parameter conflicts and knowledge interference across tasks o…
• Prior work introduced Conflict-Aware and Balanced Sparsification (CABS…

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Aggregate arXiv cs.AI 人工智能 45″

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs

arXiv:2608.…

• 12788v1 Announce Type: new Abstract: The rapid advancement of Auto-Res…
• We propose Auto-Research's Alignment and Completeness, ARAC-Bench: a R…
• The framework operates through two synergistic components: the Academi…

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Aggregate arXiv cs.AI 人工智能 45″

PROVE-RT: Generating Mechanized Theorem Prover Scripts for Real-Time Systems using LLMs

arXiv:2608.…

• 12762v1 Announce Type: new Abstract: Schedulability analysis is essent…
• Mechanized verification in PROSA/ROCQ offers a rigorous alternative, y…
• Recent successes of large language models (LLMs) across a wide range o…

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Aggregate arXiv cs.AI 人工智能 45″

Correct Is Not Governed: Provenance Integrity in Agentic Workflows

arXiv:2608.12761v1 Announce Type: new Abstract: Agentic workflows are commonly evaluated by whether they reach the correct outcome.…

• That is insufficient in institutional settings, where a correct action…
• We define governed execution as work whose decisions, completion, and …
• We present Matrix, a deterministic causal-state layer that records aut…

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Aggregate arXiv cs.AI 人工智能 45″

Spatial Memory Agent: Experience-Grounded Procedure Memory for Spatial Intelligence

arXiv:2608.12743v1 Announce Type: new Abstract: Spatial intelligence is becoming a foundation for embodied agents, robotic planning, and multimodal assistants.…

• To improve the spatial reasoning ability of VLM agents, existing work …
• One line uses post-training methods, such as supervised fine-tuning an…
• Another line adopts an agentic paradigm in which the model calls exter…

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Aggregate arXiv cs.AI 人工智能 45″

Beyond the Best Guess: Improving LLM Solution Coverage with Evolution Strategies

arXiv:2608.12679v1 Announce Type: new Abstract: Large Language Models (LLMs) are increasingly deployed in discovery domains such as math and science.…

• The usual approach is to present the problem to the model and use its …
• However, beyond this best guess, discovery can be enhanced by increasi…
• In a process called pass@k, the model is allowed to explore the soluti…

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Aggregate arXiv cs.AI 人工智能 45″

The Role of Natural Language Understanding in Multimodal Video-Based Dengue Diagnosis

arXiv:2608.…

• 12677v1 Announce Type: new Abstract: Detecting infection-related behav…
• In this study, a YOLO- and Contrastive Language-Image Pre-training (CL…
• First, YOLO is used to isolate mosquito regions from the background.

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Aggregate arXiv cs.AI 人工智能 45″

Privacy-Preserving RAG by Concealing Sensitive Information from External LLMs

arXiv:2608.…

• 12675v1 Announce Type: new Abstract: Retrieval-Augmented Generation (R…
• Existing privacy research on RAG has focused on preventing unauthorize…
• However, another important problem that is often overlooked in RAG pri…

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Aggregate arXiv cs.AI 人工智能 45″

Lines and Ladders: A Context-Aware Multi-Agent Framework for Large-Scale Retail Price Taxonomy

arXiv:2608.12674v1 Announce Type: new Abstract: Maintaining price consistency and executing an Every Day Low Price strategy is critical for global retailers.…

• However, with catalogs spanning millions of active items, manual gover…
• Inconsistent pricing across item variants distorts customer value perc…
• To address this, we present a scalable, context-aware Multi-Agent Fram…

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Aggregate arXiv cs.AI 人工智能 45″

On the Expressive Power of Transformers

arXiv:2608.12671v1 Announce Type: new Abstract: Multi-layer transformers form the critical component of essentially all large language models (LLMs) in use today.…

• Because of their ubiquity and computational capability, there is a rap…
• In this endeavor, circuit complexity has by and large emerged as the "…
• Here, we present an overview of selected results that delineate the ex…

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Aggregate Hypebeast 时尚 45″

Noah Reimagines the Converse Jack Purcell 1935 in Plaid

Name: Noah x Converse Jack Purcell 1935Colorway: TBCSKU: TBCMSRP: ¥18,700 JPY (approx.…

• $117 USD)Release Date: August 21Where to Buy: Noah, ConverseNoah has t…
• In celebrating the Jack Purcell 1935’s 90th anniversary, the sneaker i…
• Noah adds its own identity through an original plaid pattern on the up…

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Aggregate 雷锋网 综合科技 45″

鹿明发布MOS2：全球首个双臂负载50kg轮臂式机器人，加速AI Worker进入产业现场

8月14日，鹿明机器人发布全新重载轮臂式具身智能机器人Lumos MOS2。面向真实工业场景，Lumos MOS2具备50kg双臂负载能力，同时在硬件性能、全向移动能力、多模态感知系统和整机控制架构等方面实现全面升级，胜任真实工业场景高强度、持续性作业任务。…

• 鹿明机器人创始人兼CEO喻超表示，具身智能正在加速进入产业落地阶段，如何让机器人更高效地完成更多真实任务，取决于数据获取效率、硬件成本及产业…
• 在这一判断下，MOS2被定位为面向工业场景的重载AI Worker：既拥有7×24小时不间断工作的强健躯体，也具备环境感知、任务理解与自主操…
• 当前工业现场中，仍存在大量同时需要负载能力、灵活移动和复杂操作的任务，而这一类场景仍缺少成熟的具身智能机器人解决方案。

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Aggregate 雷锋网 综合科技 45″

索塔无界：全球首家原生物理世界模型落地商超，具身智能迎来“索塔时刻”

在具身智能仍陷于“资本热、落地冷”之际，成立仅4个月的索塔无界，率先以欧洲最大商超集团的战略合作，打破商业落地僵局。根据规划，双方未来3年将在真实商超场景中部署超过千台具身智能机器人。…

• 索塔无界不造硬件，而是为机器人打造“原生物理大脑”——首次将4D世界动作模型部署于真实商超货架之间，开启物理智能的“场景收敛+通用泛化”新路径。
• 破局：不追“虚拟温床”，直击“物理考场”2026年的具身智能，融资额屡创新高，但机器人进工厂仍困于专机专用、进家庭做家务仍在可望难及的远期蓝图。
• 多数玩家沉迷视频生成或仿真训练，这些“虚拟温床”对具身操作并不实质。

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Aggregate 雷锋网 综合科技 45″

发布即热销：大疆 Osmo 360 II 首日拿下全渠道销量 TOP1

8月13日20:00，大疆正式发布全新 8K 全景相机 Osmo 360 II。根据24小时战报数据，Osmo 360 II 全渠道首日销量位列 TOP1，并在京东、天猫、抖音三大平台全景相机相关榜单中登顶，上市首日即展现出强劲市场表现。…

• 战报显示，Osmo 360 II 发布4小时后，已拿下京东、天猫、抖音三大平台新品相关榜单 TOP1；截至首发24小时，产品热度进一步释放，…
• 与此同时，Osmo 360 II 上市首日全网总曝光量达到 1.
• 17 亿+，销售端与传播端同时展现出强劲首发势能。

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Aggregate CNET News 综合科技 6″

Frozen 3 Trailer Reveals Anna’s Royal Wedding and A New Icy Magic

Frozen 3 Trailer Reveals Anna’s Royal Wedding and A New Icy Magic

• Frozen 3 Trailer Reveals Anna’s Royal Wedding and A New Icy Magic

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Aggregate arXiv cs.AI 人工智能 45″

Designing AI Pipelines for Decision-Ready ITSM Intelligence

arXiv:2608.…

• 12670v1 Announce Type: new Abstract: IT service management (ITSM) syst…
• This paper presents a sociotechnical AI pipeline, designed and evaluat…
• The pipeline combines LLM-based schema normalization, HDBSCAN sub-topi…

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Aggregate arXiv cs.AI 人工智能 45″

General Probabilities of Causation with Causal Knowledge

arXiv:2608.…

• 12657v1 Announce Type: new Abstract: Probabilities of causation (PoCs)…
• Tian and Pearl first derived theoretically sharp bounds for binary PoC…
• Mueller et al.

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