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Japan's At Tokyo plans data center in Nagoya
Japanese data center provider At Tokyo has announced plans to open a new facility in Nagoya next year.
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Helping K–12 educators build practical AI skills
OpenAI Academy has partnered with the Walton Family Foundation to launch interactive training sessions aimed at helping primary and secondary school educators integrate artificial intelligence skills into their classrooms.
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Who Broke the System? Failure Localization in LLM-Based Multi-Agent Systems
The paper introduces a method for identifying and localizing failures within complex, multi-agent systems powered by large language models.
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China’s circuit-board makers push capex towards record to feed AI boom
Chinese printed circuit board manufacturers are significantly increasing capital expenditure and expanding factory capacity to meet surging global demand driven by the artificial intelligence boom.
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Game Theory Driven Multi-Agent Framework Mitigates Language Model Hallucination
Researchers introduced G-Frame, a multi-agent framework based on game theory principles designed to reduce hallucinations in lightweight language models applied to scientific domains.
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MentalHospital: A Virtual Environment for Evaluating Psychiatric Clinical Encounters
MentalHospital is a virtual simulation environment designed to evaluate how effectively large language models handle complete psychiatric clinical encounters.
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How to Leverage Synthetic Speech for LLM-Based ASR Systems?
The paper explores methods to effectively utilize synthetic speech generated by text-to-speech systems to train automatic speech recognition models in privacy-restricted domains.
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DeepTutor: Towards Agentic Personalized Tutoring
DeepTutor is an open-source agentic framework that combines citation-grounded tutoring with calibrated feedback to personalize educational interactions.
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Beyond Attention Scores: SVD-Based Vision Token Pruning for Efficient Vision-Language Models
Researchers proposed an SVD-based vision token pruning method to reduce the computational and memory overhead of processing long sequences in Vision-Language Models.
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From Prompts to Contracts: Harness Engineering for Auditable Enterprise LLM Agents
The paper introduces a harness-engineering architecture designed to make enterprise large language model agents more traceable, deterministic, and auditable.
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ContextSniper: AntTrail's Token-Efficient Code Memory for Repository-Level Program Repair
The paper introduces ContextSniper, a token-efficient code memory module designed to select precise evidence for repository-level program repair using language model agents.
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SLORR: Simple and Efficient In-Training Low-Rank Regularization
Researchers developed SLORR, an in-training low-rank regularization method designed to make neural networks more compressible without requiring complex matrix decompositions.
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Collective Intelligence with Foundation Models
This paper outlines a multi-agent framework that coordinates solver, critic, and aggregator foundation models to build more reliable cooperative reasoning systems.
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From Legacy Documentation to OSCAL: An MCP-Based Agent Pipeline for Threat-Informed Continuous Compliance in Critical Infrastructure
Researchers developed a multi-agent pipeline based on the Model Context Protocol to convert natural-language documentation into standardized formats for continuous compliance in critical infrastructure.
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‘Token economy’ emerging as AI use soars in China, experts tell conference
Industry experts in China report that the rapid adoption of artificial intelligence is driving the emergence of a token-based economy for pricing and delivering digital services.
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好上好：上半年净利润同比预增301.65%—376.03%
Electronic components distributor Hottech predicted its net profit for the first half of 2026 would rise by up to 376.03% year-on-year.
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一群做自动驾驶的人，盯上了睡眠这件事
Former autonomous driving engineers are applying closed-loop data systems to develop smart sleep technology for bedrooms.
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《扩大消费“十五五”规划》：优化入境消费环境，稳步扩大免签国家范围
China's State Council has approved the 15th Five-Year Plan for Expanding Consumption, which outlines measures to boost inbound tourism and expand visa-free entry.
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Huawei’s new computing cluster, world’s first AI agent phone to debut at China AI summit
Huawei plans to debut its next-generation Atlas 950 SuperPoD computing cluster and the world's first AI agent-enabled smartphone at the upcoming World Artificial Intelligence Conference.
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TypeProbe: Recovering Type Representations from Hidden States of Pre-trained Code Models
This study investigates how pre-trained code models internally represent programming types by probing their hidden states across different programming languages.
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Out of Sight: Compression-Aware Content Protection against Agentic Crawlers
Researchers have developed a content protection method that exploits context compression to prevent LLM-based web crawlers from scraping online information.
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Multi-agent Autoformalization of Tensor Network Theory
A new multi-agent workflow utilizing large language models has been developed to autonomously formalize complex theorems in theoretical physics.
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Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO
Researchers have introduced a three-stage curriculum learning framework designed to efficiently distill chain-of-thought reasoning from large language models into smaller student models.
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ProjAgent: Procedural Similarity Retrieval for Repository-Level Code Generation
Researchers have introduced ProjAgent, a repository-level code generation system that retrieves functions based on procedural logic rather than simple lexical or semantic similarity.