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Steering Robustness into World Action Models via Mechanistic Interpretability and Optimal Control
This research utilizes mechanistic interpretability to identify and improve the robustness of World Action Models against distribution shifts.
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T^2MLR: Transformer with Temporal Middle-Layer Recurrence
The proposed T2MLR architecture introduces temporal recurrence in middle layers to improve reasoning persistence in transformer models.
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Agentic Context Learning with Self-Discovered Specification
This paper investigates why large language models struggle with complex context learning and proposes a method using self-discovered specifications to improve performance.
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Playful AI in Professional Email: A Field Experiment on Tone and Recipient Engagement
A randomized field experiment evaluated how professional and playful emails rewritten by GPT-5 affected recipient engagement and behavior in workplace communications.
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MorphologyFM: A Foundation Model for Morphology-Aware Representation Learning from ECG and Pulse Oximetry Waveforms
The authors present MorphologyFM, a foundation model designed to learn clinical waveform representations while preserving the structural morphology of ECG and pulse oximetry data.
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GRASP: GRanularity-Aware Search Policy for Agentic RAG
The GRASP framework improves agentic retrieval-augmented generation by optimizing when to retrieve information and controlling the granularity of the retrieved context.
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RAD: Retrieval High-quality Demonstrations to Enhance Decision-making
The proposed RAD framework improves offline reinforcement learning by retrieving high-quality demonstrations to help models generalize beyond static training datasets.
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Building Agent Harnesses for Scientific Curation from Multimodal Sources
Researchers introduced Beaver, an agent framework designed to extract and synthesize structured information from complex, multimodal scientific documents.
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国民IP碰撞：金山世游如何用《鹅鸭杀》重塑“西游”叙事？
Chinese entertainment firms are creatively readapting classic cultural intellectual property using modern interactive gaming and live streaming formats.
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IBM releases preliminary results for Q2 2026, sees shares drop by more than 20 percent
IBM shares declined significantly following a preliminary report indicating a performance shortfall for the second quarter of 2026.
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交通运输部：“十五五”交通物流降成本持续发力，社会物流总费用与GDP比率已降至13.9%
China's Ministry of Transport reported a reduction in logistics costs relative to GDP and outlined plans to further optimize transport infrastructure networks during the 15th Five-Year Plan.
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苹果公司在日本提高iPhone售价，部分机型涨价超2万日元
Apple has increased the retail prices of its iPhone, Apple Watch, and AirPods lineups in Japan, citing factors such as supply chain costs and currency fluctuations.
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四方达：预计2026年半年度净利润同比增长36.24%-77.11%
Sifangda projects a significant increase in net profit for the first half of 2026, driven by growth in its CVD diamond business segment.
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百度：寻求在港交所主板自愿转化为双重主板上市
Baidu has received board approval to pursue a voluntary conversion to a dual primary listing on the Hong Kong Stock Exchange.
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36氪首发 | 前阿里平头哥半导体高管创业，RISC-V芯片厂商获新一轮融资
RISC-V chip developer Zhichuangxin has completed a Pre-A funding round to advance the integration of open-source hardware and software ecosystems.
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英国投20亿英镑建设人工智能作战实验室
The UK Ministry of Defence is investing 2 billion pounds to establish an artificial intelligence combat laboratory aimed at upgrading army training and modernizing military exercises.
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Sam Altman’s space data center trash talk is what most experts already believe
Industry experts are reacting to Sam Altman's skeptical comments regarding the viability of space-based data centers for AI workloads.
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湖南昆仑国创金芙蓉先进材料产业基金登记成立，出资额10亿
A new 1 billion RMB industrial fund focused on advanced materials has been established in Hunan province.
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上市前夜 | 常州嘉轩智能冲港股IPO，全球第一也很缺钱
Jiaxuan Intelligent, a manufacturer of industrial permanent magnet drive rollers, has filed for an IPO on the Hong Kong Stock Exchange.
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XPeng launches MONA L03 in Munich, taking aim at Europe’s electric SUV market
XPeng has launched its MONA L03 smart SUV, which incorporates AI-driven features, for global distribution across 65 markets.
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上市前夜 | “喜羊羊”老板二冲港股IPO，奥动新能源近三年半亏掉14.7亿
Electric vehicle battery swapping company Aodong New Energy has filed for a Hong Kong IPO amid significant financial losses and declining revenue.
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The BTM energy gap that Australia's data center boom is creating
This analysis examines the energy infrastructure challenges and behind-the-meter power requirements resulting from the rapid expansion of data centers in Australia.
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长鑫科技：发行价格为8.66元/股
Changxin Technology has announced the pricing for its initial public offering on the STAR Market at 8.66 yuan per share.
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创业板指涨超1%
This report provides a brief overview of daily stock market fluctuations in China.