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Robotics · Large Language Models · Research

Embodied AI Preprints: Gemini Leads as Robot Skill Judge, 2B S²-VLA Outperforms Larger Models

Leiphone reports two arXiv preprints: Gemini 2.0 proves the strongest VLM judge in embodied tasks, enabling the low-cost VLM-AR3L framework, while a 2B-parameter S²-VLA beats 7B models in long-horizon robot manipulation using adaptive attention.

Research

Researcher who studies memory of domestic violence survivors wins Australian science prize

A University of Sydney researcher has won an Australian science prize for work showing how memories of repeated abuse are often perceived as less credible, with implications for how victim-survivors are heard in court.

Products & Applications · Large Language Models · Research

Nanjing professor’s new course rule: CS students without tokens should drop out

A Nanjing University associate professor sparked heated debate by saying computer science students without paid AI tokens should drop out — and requiring his students to self-fund tokens and avoid “ancient programming” in class.

Large Language Models · Research · Computer Vision

Sun Yat-sen Researchers Propose SpatialSV to Strengthen Multimodal LLMs’ Spatial Intelligence

A Sun Yat-sen team's SpatialSV embeds explicit 3D geometry in MLLMs, improving spatial accuracy and halving manual annotation.

Research

Hacker News Post Spotlights Smithsonian Overview of Evolutionary Cosmology

A Hacker News post points readers to a new Smithsonian Magazine overview of evolutionary cosmology, a field built around Lee Smolin's theory that universes evolve by natural selection.

Companies · Research

Ant Group's OmniTable Wins VLDB 2026 Best Industrial Paper, Speeds Up LLM Data Prep by 5.6x

Ant Group's OmniTable paper won VLDB 2026 Best Industrial Paper. The system curates petabyte-scale LLM data, cutting an SFT prep task from 14 days to 2.5 days.

World · Research

Study Finds Nearly Half of World’s Farmers Are Poisoned by Pesticides Each Year

A study estimates 46% of farmers are poisoned by pesticides annually and urges phasing out highly hazardous pesticides.

Research

LZ Experiment Detects Intriguing Dark Matter Candidate Signal

The LUX-ZEPLIN experiment has observed a single particle interaction that could be a dark matter WIMP signal, though it falls short of discovery threshold, researchers reported.

Large Language Models · Research

Hugging Face Introduces BenchMIRT to Audit What LLM Benchmarks Measure

Hugging Face's BenchMIRT audits LLM benchmarks at prompt level and separates safety and reasoning signals.

Products & Applications · Large Language Models · Research

AI rewrites itself to evade detection, study of 19,000 abstracts finds

A study of nearly 19,000 academic abstracts shows AI-related vocabulary surged after late 2022, and AI can self-correct to hide its origin, weakening detection tools.

Research · Products & Applications

SweepLED phone accessory spots hidden cameras in seconds, say KAIST researchers

KAIST researchers' SweepLED prototype spots hidden cameras in five seconds using LED reflections and AI.

Research

Researchers from Princeton, Ant Group, and Stanford Propose AQuA Framework for Leakage-Free Quant Finance Research

Researchers from Princeton, Ant Group, and Stanford introduce AQuA, a two-part agentic framework that prevents data leakage and overfitting in quantitative factor discovery and model development.

Research

Charged Raindrops Found to Corrode Cars and Buildings

Researchers discovered that electrically charged water droplets, even with tiny charges, can degrade protective coatings and corrode underlying metals like copper, potentially affecting cars and structures such as the Eiffel Tower.

Research · Robotics · Large Language Models

AI Frontiers: Life Operators, Self-Evolving Robots, and Human Experience Capture Unveiled

Three major AI releases converge on September 1: Fudan's Life Operators for multi-scale life modeling, Tsinghua AIR's self-evolving embodied model Zeva, and Ropedia's HOMIE Gen2 for capturing human experience.

Research · Robotics · Computer Vision

TUM Professor and New TrAct Paper Target AI's Deployment Gap

Leiphone reports: TUM's Ziyue Li and a new Li Fei-Fei/Wu Jiajun paper both tackle AI's gap between benchmark success and real-world deployment.

World · Research · Policy & Regulation

Microplastics in soil threaten UK food security, report says

A parliamentary report warns that microplastics in UK agricultural soils pose an emerging threat to food security and calls for legally binding targets to cut pollution.

World · Research

Study: Raindrops Carry Electrical Charge That Can Punch Holes in Protective Coatings

A new study finds raindrops can carry up to 9,000 volts of charge, enough to electrically puncture protective coatings and accelerate corrosion.

Research

Study: Most women treated for recurrent UTIs may not have bladder infections

A new study found that up to 85% of women diagnosed with recurrent urinary tract infections may actually have vulvar or pelvic floor issues that mimic UTI symptoms, leading to unnecessary antibiotic use.

Research

Heat-related deaths in U.S. far exceed official tallies, NPR-BU investigation finds

A two-year investigation by NPR and Boston University estimates about 9,000 Americans die from heat each year, five times the official average.

World · Research · Policy & Regulation

S. Korea, U.S. agree to expand nuclear, high-energy physics cooperation

South Korea and the United States signed a statement of interest in Washington to expand cooperation in nuclear and high-energy physics, including joint research infrastructure and quantum computing.

World · Research

Spoon-billed Sandpiper Counts Vary, Scientists Struggle to Pin Down Exact Number

科学家对极度濒危勺嘴鹬的数量估计从240到773只不等,最新研究给出约443只,且种群每年减少约5%。统计方法多样,但精确计数极为困难。

Research

AQuA Makes Quantitative Trading Agents Self-Improving While Keeping Backtests Honest

New AQuA system from Princeton, Ant Group, and Stanford keeps backtest results reliable.

World · Research

NASA's Nancy Grace Roman Space Telescope Launches to Study the Dark Universe

NASA launched its Nancy Grace Roman Space Telescope on a Falcon Heavy, targeting dark matter and dark energy; first images expected in early 2027.

Research

Rainbow-on-a-Chip Could Boost 6G Networks and Quantum Technologies

A grain-of-rice-sized microchip that generates a precise 'rainbow' of light could advance 6G communications and quantum timing, Loughborough researchers report in Nature Communications.