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Decision Making Needs Uncertainty Quantification [Lecture Notes]
These lecture notes examine the theoretical relationship between uncertainty quantification and effective decision-making in autonomous agents.
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When Does Restricting a Coding Agent to execute_code Help? A Regime $\times$ Agent-Design Ablation
This study performs a comparative analysis of different code-execution environments to determine their impact on the performance of AI coding agents.
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HABIB_TAZ at SemEval-2026 Task 11: Disentangling Formal Logic from Content via Synthetic Training and Multi-Objective Optimization
The HABIB_TAZ system uses synthetic training and multi-objective optimization to help language models separate formal logic from real-world content biases.
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ARMOR: Stabilizing On-Policy LLM RL with Off-Policy Anchor Samples
The ARMOR framework introduces off-policy anchor samples to stabilize reinforcement learning in large language models and prevent over-optimization.
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The Cross-Architecture Substrate: A Domain-Transcendent, Calibration-Surviving Geometric Invariant of Modern Vision Encoders
A study reveals that diverse modern vision encoders converge toward a shared sixteen-dimensional geometric structure, termed the cross-architecture substrate, regardless of their training objectives.
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Pipette: An Embodied Simulation Platform, Benchmark, and Data-Efficient Augmentation Framework for Wet-Lab Robotics
Pipette is a new simulation platform and benchmark created to improve the training and data efficiency of robotics systems used in biomedical laboratory environments.
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Transformer-Guided Swarm Intelligence for Frugal Neural Architecture Search
A new neural architecture search framework utilizes swarm intelligence and transformer controllers to enable efficient model design on consumer-grade hardware.
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韩国综指跌幅扩大至5%
Major South Korean semiconductor manufacturers SK Hynix and Samsung Electronics experienced significant stock price declines during a broader market downturn.
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Webyne plots 100MW footprint across India
Webyne is planning to expand its data center footprint in India to 100MW, significantly increasing its current 10MW capacity.
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Paris-based AI voice startup Gradium raises $100M seed, backed by Nvidia
Paris-based AI voice startup Gradium has raised a $100 million seed round backed by Nvidia to expand its operations to the Bay Area.
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“鹰瞰智翼”完成数千万元A轮融资
Embodied AI bionic flapping-wing robotics company Yingkan Zhiyi has secured tens of millions of yuan in a Series A funding round led by Oriza PUHUA.
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Why China is finally letting AI firms buy the Nvidia H200
China is reportedly easing its internal restrictions to allow selected domestic AI firms to purchase Nvidia's H200 graphics processing units.
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Anthropic found a hidden space where Claude puzzles over concepts
Anthropic researchers have developed a tool called the Jacobian lens to gain deeper insights into how large language models process concepts internally.
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Humanoid Robot Performs First Live Surgery: Unitree G1 Completes Gallbladder Removal on Living Subject
A modified Unitree G1 humanoid robot has successfully performed a laparoscopic gallbladder removal on a living subject, representing a milestone for general-purpose robotics in medicine.
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China Breaks World Record: Perovskite-Organic Tandem Solar Cell Achieves 28.04% Steady-State Efficiency
Researchers have achieved a record 28.04% efficiency in perovskite-organic tandem solar cells, a development that could eventually support the high energy demands of AI data centers.
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美团王莆中：骑手正在成为专业化的新就业形态劳动者，将持续提升骑手保障
Meituan is shifting its delivery platform strategy to prioritize rider safety and benefits alongside operational efficiency.
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Building a Foundation Stack for General-Purpose Robots
Researchers are exploring new architectural frameworks to move robotics beyond traditional modular systems toward unified foundation models for general-purpose physical intelligence.
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中汽协：上半年销量排名前十企业共销售汽车1264.9万辆 占总量的84.2%
The China Association of Automobile Manufacturers reported that the top ten automotive companies accounted for over 84% of total sales in the first half of 2026.
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AI slop movies are the new direct-to-video cash grabs
The article discusses the emergence of low-quality, AI-generated films that attempt to capitalize on the popularity of mainstream cinematic releases.
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《扩大消费“十五五”规划》：促进大宗耐用商品消费，更好满足住房消费需求，扩大汽车消费
China's newly approved consumption plan outlines measures to promote smart home devices and next-generation intelligent terminals to upgrade residential living.
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ChatGPT is now a partner for your most ambitious work
OpenAI has introduced ChatGPT Work, an autonomous AI agent capable of executing multi-step tasks across various applications and files.
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[AINews] Codex usage up >10x in 6 months to 7M users, +1M in the past ~day; did Codex overtake Claude Code??
Recent data indicates a significant increase in Codex usage, reaching seven million users over the past six months.
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赛意信息：公司AI领域战略规划分阶段有序推进
Sieyuan Information announced that its AI strategy is progressing systematically, focusing on computing infrastructure deployment in the near term and industrial vertical models in the long term.
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An AI agent startup just let its agent run its $100M fundraise
Enterprise AI agent startup Lyzr has raised $100 million in a funding round managed by its own autonomous AI agent.