关于 JDK 27 和 JDK 28，我们目前都知道些什么

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RegDivergence-101: An LLM Benchmark for Cross-Jurisdiction Regulatory Contradiction Detection in Life Sciences

arXiv:2608.…

• 28607v1 Announce Type: new Abstract: Pharmaceutical sponsors developin…
• Where the two agencies require substantively the same thing, a sponsor…
• Today this reconciliation is performed manually by regulatory-affairs …

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MedTVL: Harnessing Vision and Language for Medical Time Series Classification

arXiv:2608.…

• 28605v1 Announce Type: new Abstract: Recent advancements in multimodal…
• However, existing methods typically focus on bi-modal interactions (e.
• , time series and text), leaving the tri-modal synergy between time se…

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C3-UniMM: Causal Cycle-Consistent Unified Multimodal Modeling via Super Alignment and Shared Decoding Space

arXiv:2608.28603v1 Announce Type: new Abstract: Unified Multimodal Models aim to achieve any-to-any understanding and generation across arbitrary modalities.…

• However, existing methods primarily rely on modeling implicit statisti…
• This deficiency leads to profound issues, including semantic drift, po…
• In this paper, we propose C3-UniMM, a unified multimodal modeling fram…

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Integrating Triaxial IMU Sensors and Ensemble Learning for Effective Parkinson Disease Severity Classification

arXiv:2608.…

• 28602v1 Announce Type: new Abstract: Parkinson disease PD is a progres…
• Timely clinical treatment disease management and quality life of the p…
• Over the past few years the growth of wearable sensor technology and a…

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Leveraging Generative AI to Design Accessible Interactive Visualizations for Undergraduate Mathematics: A Six-Phase Workflow

arXiv:2608.…

• 28601v1 Announce Type: new Abstract: Interactive visualizations suppor…
• Using a design-based research approach, we develop, deploy, and evalua…
• 2 Level~AA compliant visualizations without programming.

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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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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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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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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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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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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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苹果新 CEO 首次「发声」；网传抖音发生「推荐算法错乱」；Claude Fable 5.1 正式上线

​ 苹果新任 CEO 约翰·特努斯在 X 平台发布首条动态向关注者问好 苹果首席执行官约翰·特努斯正式加入社交平台 X，并发布了个人账号的首条动态。正如外界预料的那样，这条仅有「hello」五个字母的简短消息迅速获得大量关注。…

• 苹果历任首席执行官通常都具备一定的社交属性，而在当代，这往往也意味着拥有社交媒体账号。
• 因此，随着特努斯正式接任苹果掌舵人，他也开设了自己的 X 账号。
• 目前，账号 @johnternus 已经上线，并在特努斯担任苹果首席执行官的首个正式工作日公开亮相。

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早报｜戴森发布499美元AI牙刷,带摄像头/华为、小米、荣耀手机集体涨价/最强模型Fable 5.1发布

Anthropic 发布 Claude Fable 5.…

• 1，典型任务成本降低约 25% 「豆包手机」完成入网，计划 9 月上市 苹果新任 CEO 特努斯 2027 财年目标薪酬为 5800 万美元…
• 02 亿 玩家为《GTA 6》发售提前攒年假，有人准备连休 10 天 GoPro 将与 Starman Optical 合并，进入 AI 数…
• 9% 三星将约 70% 存储产能锁定至 2031 年，HBM 现货价达长约 4 至 5 倍 大众设计总监明特：汽车不必长着一张「凶狠的脸」 …

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Path to Astra: critical capabilities and frontier safeguards

Astra is the first OpenAI model to meet the Critical cybersecurity capability threshold under the Preparedness Framework, with stronger safeguards for release.

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How AI plotted an interstellar journey to Alpha Centauri

A nonprofit organization called the Fermi Explorer Mission announced today that it intends to launch a spacecraft to our nearest star system by the end of 2029.…

• It’s a hugely ambitious mission—if all goes well, the spacecraft could…
• 4 light-years away.
• And the spacecraft will follow a novel trajectory discovered by an AI …

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