Droptica: Why Drupal works for structured content operations at scale

Publishing one good page is a writing task.Keeping hundreds of pages accurate across products, markets and languages is a systems problem.…

• Drupal content operations at scale means treating each fact as structu…
• Here is how fields, taxonomy, Views and workflows keep large Drupal si…

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SHAPE of Chain-of-Thought in Math Reasoning

arXiv:2608.…

• 28600v1 Announce Type: new Abstract: Large language models (LLMs) achi…
• We introduce \texttt{SHAPE}, a framework that analyzes Chain-of-Though…
• , algebraic, geometric), and (2) heuristics: the specific mathematical…

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CDPR: Counterfactual Advantage-based Credit Assignment for Cost-Aware Sequential Medical Diagnosis

arXiv:2608.…

• 28599v1 Announce Type: new Abstract: Clinical diagnosis is a step-by-s…
• Most medical language models instead treat diagnosis as a one-pass cla…
• We model diagnosis as a cost-aware sequential decision process and tra…

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The Race between Agentic AI Capabilities and Data Quality Control in Online Surveys

arXiv:2608.…

• 28597v1 Announce Type: new Abstract: Online surveys are a foundational…
• However, the rapid emergence of agentic AI (goal directed systems powe…
• We investigate how well agentic AI architectures can complete web-base…

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Paper Pilot: A Human-in-the-Loop Expert System for Evidence-Traceable Scientific Manuscript Generation in Applied Sciences

arXiv:2608.28596v1 Announce Type: new Abstract: Large language model (LLM) agents are increasingly embedded in scientific workflows for literature analysis, drafting, and review.…

• Existing systems advance autonomous discovery and manuscript generatio…
• This paper proposes Paper Pilot, a human-in-the-loop expert system for…
• It adapts the Collaborative Agent Reasoning Engineering (CARE) methodo…

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The Signal in the Noise: An Auditable Reliability Layer for Biomedical Text Classification

arXiv:2608.…

• 28595v1 Announce Type: new Abstract: Biomedical NLP pipelines routinel…
• We introduce a conservative, fully auditable spell-correction reliabil…
• The deterministic architecture couples bounded edit-distance candidate…

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文章频道 - 十个问题说说：“旺旺”怎么了？

旺旺危机来自回避品牌本质。旺旺这几年不算旺。2026财年一季度，净利润暴跌38%。董事长发内部信说：公司面临“重大经营危机”。旺了这么多年的知名品牌，好像势能越来越下滑。近几年据说旺旺管理层一直在组织“反思”和整改。…

• 我看了一下这些反思，几乎全都集中在具体经营层面，真正的问题恰恰未被提及，这说明，所谓反思还是在“舒适区”里进行，并没有真正进入到“本质问题区”。
• 一、为什么过去三十年旺旺那么成功，经验现在却不管用了？
• 过去三十年旺旺的成功，是"定位红利+广告红利+渠道红利"三浪叠加的结果。

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Waymo Invites Riders in 3 New Cities! Now In 14

Waymo’s big 2026 robotaxi rollout continues.Today, the company started offering robotaxi service to the public in three more cities — Tampa, San Diego, and Denver.…

• The company is now offering robotaxi service — to some degree or anoth…
• [continued] The post Waymo Invites Riders in 3 New Cities!
• Now In 14 appeared first on CleanTechnica.

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From Question-First to Analyst-First: Domain-Expert Skills and Verified Knowledge Compilation for Proactive Enterprise Analytics

arXiv:2608.…

• 28594v1 Announce Type: new Abstract: Conversational analytics systems …
• Commercial 'proactive' tools narrow this gap only by detecting statist…
• We describe a production analytics system that inverts the interaction…

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Statutory AI: Aligning Large Language Models With Legal Norms

arXiv:2608.…

• 28593v1 Announce Type: new Abstract: With the increasing development o…
• Existing proposals for AI alignment and value-guided behavior, however…
• Approaches such as Constitutional AI depend on human supervision, whil…

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A collective capability boundary in frontier large language models on guideline-conformant and case-specific oncology decision-making

arXiv:2608.…

• 28592v1 Announce Type: new Abstract: Large language models (LLMs) achi…
• Existing benchmarks largely measure factual recall, leaving open wheth…
• We built the Oncology Decision Boundary Benchmark (ODBB)--2,005 oncolo…

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Expert-validated STEM QA

arXiv:2608.…

• 28591v1 Announce Type: new Abstract: Recent advancements in AI are hel…
• New evaluation datasets for AI models contribute to such advancement i…
• In the STEM domain, frontier models have consumed most of the availabl…

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DS-Lighting: Making Agent Harnesses Explicit for Data-Science Automation

arXiv:2608.…

• 28590v1 Announce Type: new Abstract: Large Language Model (LLM) agents…
• Existing data-science agents often leave this harness implicit, making…
• We introduce DS-Lighting, a unified harness toolkit that makes harness…

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What Vogue Editors Shopped This Month, From Leather Jackets to Vintage-Inspired Denim

Curious what Vogue editors actually spend their money on? These are the items that you’ll actually find in our closets this summer.

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NIO Sales Increase 14.5% Year Over Year

NIO’s sales continue to rise in 2026.Well, there is one area where they were very barely down in August — comparing sales month over month.…

• Otherwise, though, they continue to be solidly up, even if not dramati…
• The company’s sales rose 14.
• 5% year over year last month.

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Anthropic makes changes to stop AI agents running amok again

Learning from the OpenAI-Hugging Face fiasco, as well as from recent revelations about its own model, Anthropic is revamping its security and alignment practices.…

• The company has established controls that flag when a model attempts t…
• ” Anthropic conceded that three recent security incidents involving Cl…
• ” Recent events “stressed that the urgency of improving our cybersecur…

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如何让数据库更容易暴露 Bug？

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Claude越狱后，Anthropic停掉训练、150人紧急转岗

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Research roundup: 7 cool science stories we almost missed

It’s a regrettable reality that there is never enough time to cover all the interesting scientific stories we come across.…

• So every month, we highlight a handful of the best stories that nearly…
• August’s list includes the discovery of a new celestial object astrono…
• Discovery of a "black hole star" Credit: Rohan Naidu (University of Ha…

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Here's our first look—and drive—of the 2027 Range Rover Electric

Jaguar Land Rover provided flights from Washington, DC, to London and accommodation so Ars could visit its factory and drive the Range Rover Electric.…

• Ars does not accept paid editorial content.
• Jaguar Land Rover was one of the first automakers to announce a transi…
• That transition timeline might have slipped somewhat—pesky things like…

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随着 AI 内存需求推高非 AI 基础设施价格，OVHcloud 将上调服务价格

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How law firm Gilbert + Tobin governs and scales AI with OpenAI

See how Gilbert + Tobin combines CEO-led commitment, rigorous governance, and human accountability to scale ChatGPT Enterprise and Codex across the firm.

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派早报：英伟达正式发布 DLSS 5、戴森发布智能电动牙刷 CameraJet 等

索尼发布三款 ULT Tower 派对音箱，Starman Optical 收购 GoPro 等。查看全文

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XPENG Sales Up 4% in August

XPENG sales were up slightly year over year in August.With 39,107 vehicles delivered, the company’s sales rose 4% compared to August 2025 (37,709 deliveries).…

• Deliveries were also up 3% month over month (from 38,027 in July 2026).
• Across the first 8 months of the year as a whole, unfortunately, .
• [continued] The post XPENG Sales Up 4% in August appeared first on Cle…

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