IFA 2026：添可诠释智能清洁的未来图景

“添可洗地机，定义每一代“不只是一句口号，更代表着添可不断突破创新、让生活更简单的长期承诺。作为智能洗地机品类开创者，添可将再次亮相2026年9月4日至8日举办的德国柏林国际消费电子展（IFA）——这是欧洲规模最大的消费电子与家电行业盛会。…

• 届时，添可将带来覆盖多个家居清洁品类的全新产品，进一步展现其推动智能清洁标准不断升级的决心。
• 自净即是未来：添可眼中的明日清洁愿景本届IFA上，添可带来了全新传播主题“The Future Cleans Itself”（自净即是未来）。
• 在这一主题下，添可描绘了一个更智能、更自动、也更简单的清洁未来。

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Hypotheses-Guided Self Distillation for Continual Personalization

arXiv:2609.…

• 00251v1 Announce Type: new Abstract: As people increasingly interact w…
• However, user preferences are rarely stated in full, and instead emerg…
• We introduce HypReflect, a reliable, scalable framework for continual …

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Authority Bias in Conversational Search Engines for Academic Paper Recommendation

arXiv:2609.…

• 00248v1 Announce Type: new Abstract: Large Language Models (LLMs) are …
• We investigate authority bias: systematic preference for papers based …
• Holding title and abstract constant, we vary authority metadata across…

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Invalidation Contracts for Cross-Episode Agent Memory

arXiv:2609.…

• 00243v1 Announce Type: new Abstract: LLM agents that cache recovery su…
• Server-side data drift turns those cached fixes into silent failures, …
• We introduce invalidation contracts, a protocol layer that attaches ve…

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Learning What to Retain: Gated-Memory Routing for Efficient Collaboration in Multi-Agent LLM Systems

arXiv:2609.…

• 00237v1 Announce Type: new Abstract: Large language model (LLM)-based …
• A central challenge is to adapt orchestration to the evolving collabor…
• Routing from the query alone cannot adapt to intermediate progress or …

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ConvDeck: Conversational Paper-to-Slide Generation via Stage-Specific User Feedback

arXiv:2609.…

• 00226v1 Announce Type: new Abstract: Automatic academic paper-to-slide…
• Recent multi-agent systems partially acknowledge this through internal…
• However, these refinement processes either remain largely closed to th…

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Verizon Promo Codes: $200 Verizon Gift Cards | September 2026

Ready for an upgrade? Apply our latest promotional codes today and choose a select service plan to score a discount with Verizon.

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Altra Running Promo Codes: 10% Off September 2026

Score big savings on Altra Running shoes with up to 50% off sale styles, 20% off select models, 10% off your first order when you sign up, plus free standard delivery on every purchase.

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Uplift Promo Codes: $300 Off

Upgrade your home office with the best Uplift Desk discount codes. Save on standing desks, ergonomic chairs, and accessories during the Spring Setup Sale.

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Cloudflare OS：Cloudflare 基于能力模型构建的开源企业级 AI 平台

点击查看原文>

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建立AI时代“度量衡”：OPPO联合OpenKG推出首个端侧AI记忆评测基准MobileMem

随着终端AI从“回答问题”走向长期理解用户和主动任务执行，记忆能力正成为决定AI个性化与主动服务水平的关键基础能力。近日，OPPO联合中文开放知识图谱（OpenKG）社区，推出行业首个面向端侧AI记忆能力的评测基准MobileMem。…

• 同时携手浙江大学、同济大学、东南大学等高校专家团队共同建设。
• 通过构建统一、开放的评测“标尺”， MobileMem让不同技术路线在同一标准下实现可比较、可迭代，加速端侧AI记忆技术发展。
• 这也意味着OPPO端侧AI记忆的持续投入，正从自身产品能力建设，进一步延伸至行业公共能力建设，积极推动技术开放合作与生态发展。

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ReDeck: Step-Level Render-Grounded Refinement for Document-to-Slide Generation

arXiv:2609.…

• 00194v1 Announce Type: new Abstract: Document-to-slide generation is c…
• Recent slide agents adopt iterative reflection, but typically follow a…
• This delayed feedback makes local failures such as overflow, overlap, …

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AI Should Not Only Be Helpful. It Should Be Contingent. Artificial Intimacy, Sycophancy, and the Future of Social Learning

arXiv:2609.…

• 00211v1 Announce Type: new Abstract: Conversational artificial intelli…
• This perspective introduces contingency, i.
• , the degree to which system responses vary with user behavior and its…

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LLM-Driven Autonomous Vehicles Inherit Human Driver Biases in Pedestrian Yielding: Results and Implications From A New Benchmark

arXiv:2609.…

• 00192v1 Announce Type: new Abstract: Public trust in Autonomous Vehicl…
• While a recent trend in AV research involves using general purpose "co…
• Given that psychology studies have shown human driver biases exist, su…

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Asymmetries in Spontaneous and Instructed Deception

arXiv:2609.00180v1 Announce Type: new Abstract: Large language models sometimes deceive users without being instructed to.…

• However, much of the study on deception in models involves instructed …
• We investigated the relationship between instructed and spontaneous (u…
• 1-70B-Instruct.

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IMPACT: Attention Is the Interaction Map for Scalable Interaction-Aware World Model Training

arXiv:2609.…

• 00161v1 Announce Type: new Abstract: World models have made remarkable…
• Existing approaches address this limitation by constraining the genera…
• Obtaining these spatiotemporally dense representations typically requi…

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Public School to Launch First Ad Campaign in Nine Years

The images shot at various venues around New York are intended to speak to the brand’s journey and its return from a seven-year hiatus.

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EXCLUSIVE: How a Decade-long Friendship Led Veja to Do Something It’s Never Done Before

The French brand is set to release its first-ever sneaker without its iconic “V” logo on the side panel.

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Which Summer Breakout Stars Will Be Front Row This Fashion Month?

From the cast of Sterling Point to breakout stars on the festival circuit, here’s who will be on the frow this September.

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How Des Kohan Became LA’s Under-the-Radar Fashion Power Player

Desiree Kohan’s boutique takes an anti-trend approach to fashion at a time when algorithms determine what we wear more than ever. Designers and customers are embracing the model.

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G20 finance leaders vow to establish ‘clear pathways’ for digital assets innovation

G20 finance leaders vow to establish ‘clear pathways’ for digital assets innovation

• G20 finance leaders vow to establish ‘clear pathways’ for digital assets innovation

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阿里更新旗舰模型Qwen3.8-Max，前端编程能力跃居全球第一

9月2日，阿里更新旗舰模型Qwen3.8-Max，性能较旧版本显著提升。在针对编程（Coding）和专业办公（Cowork）进行专项后训练后，Qwen3.8-Max新版本整体性能增强。…

• 在聚焦前端编程能力（WebDev）的全球权威三方榜单CodeArena中，提升22分至1691分，领先Claude Opus5、Kimi K…
• 同时，CodeArena更新的模型性价比榜单（帕累托前沿）显示，Qwen3.
• 8-Max新版本每百万Tokens综合平均仅5美元，直接“斩杀”所有价格大于5美元的其他模型。

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Recursive Criticality of AI Self-Improvement

arXiv:2609.00137v1 Announce Type: new Abstract: AI is increasingly used in the R\&D process that produces future AI systems.…

• We study the conditions under which this feedback becomes self-amplify…
• Our model describes how the rate of AI capability growth depends on ba…
• We derive a recursive reproduction number, $\mathcal{R}_{\mathrm{AI}}$…

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Deploying and Evaluating a Smart-Agriculture Agentic Engine for Full-Season Soybean Farm Operations

arXiv:2609.…

• 00106v1 Announce Type: new Abstract: This paper presents FAIRY, a full…
• We develop FAIRY to execute and evaluate agentic agronomic operations …
• FAIRY integrates APIs and infrastructure across production-grade machi…

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