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LLM cliché highlighter
A new utility tool has been released to identify and highlight common linguistic patterns and clichés frequently found in AI-generated text.
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NL-PAC: Specification Ambiguity and Certified Minimax Risk Floors in LLM-Mediated Supervision
The NL-PAC framework is introduced to address and quantify the risks of specification ambiguity when using large language models for labeling and evaluation tasks.
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MicroGEO satellite firm Swissto12 secures $70m Series C funding
Satellite manufacturer Swissto12 has raised $70 million in Series C funding to expand its production capacity.
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OpenAI says GPT 5.6 is the ‘preferred model’ for Microsoft Copilot 365 amid breakup chatter
OpenAI confirmed that its newly announced GPT-5.6 model will serve as the primary engine powering Microsoft's Copilot 365 suite.
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MiniMax CEO forgoes salary until ‘AGI achieved’ as firm seeks US$2b amid 80% stock plunge
The CEO of Chinese AI startup MiniMax has pledged to work without a salary until artificial general intelligence is achieved, as the company seeks to raise $2 billion following a steep stock decline.
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Agora: Enhancing LLM Agent Reasoning Via Auction-Based Task Allocation
Agora is a proposed framework that uses an auction-based task allocation mechanism to optimize the coordination of diverse expert models and tools for LLM agents.
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OpenAI 权力洗牌：安全元老 Joshua Achiam 离职，白宫政策操盘手加入
OpenAI safety veteran Joshua Achiam has departed the company, while former White House policy strategist Dean Ball has joined as the head of strategic futures.
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GPT-5.6: Frontier intelligence that scales with your ambition
OpenAI has officially announced GPT-5.6, a new frontier model designed to offer higher intelligence per token and improved cost efficiency.
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How MIT students are helping to prevent cyberattacks
Students at the MIT Cybersecurity Clinic are assisting local governments and vulnerable groups in defending against cyber threats.
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BatteryLake: Agentic, Physics-Grounded Curation of Heterogeneous Battery Aging Data and Benchmarking
BatteryLake is a governed data lake that uses physics-grounded AI agents to automate the curation and standardization of diverse battery aging datasets.
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Prompting-MammAlps: Fine-Grained Text-to-Video Retrieval for Camera-Trap Data
Researchers introduced Prompting-MammAlps, a new benchmark designed to evaluate fine-grained text-to-video retrieval on ecological camera-trap datasets.
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Constraint-Aware Hierarchical Search for Regulation-Driven Fine-Grained Classification
Researchers developed a constraint-aware hierarchical search method to improve fine-grained text classification under complex regulatory frameworks like customs tariffs and export controls.
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Exploratory Analysis of Deep Learning Models for Forecasting Meteorological Parameters in the Agricultural Sector
This study evaluates and compares different recurrent and hybrid deep learning architectures for forecasting key meteorological parameters used in agricultural planning.
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Boltzmann MapReduce: A Partition-Function Reduce for Forkable Sandboxes
The paper presents Boltzmann MapReduce, a framework that models distributed worker confidence outputs as Gibbs-Boltzmann measures to optimize partition-function reductions.
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从仰望星空到落地创新：WAIC青年菁英会即将硬核开场，最新成果首发在即
The WAIC Youth Elite Forum showcased new AI research and development achievements from emerging industry talent.
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Apple’s failed self-driving car program left a legacy of powerful AI chips
Apple's cancelled self-driving car project ultimately drove the development of its Neural Engine, which now powers the company's on-device artificial intelligence processing.
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Communication-Efficient Digital-Twin Coordination for Heterogeneous LLM Embodied Agents over Computing Power Networks
This paper proposes a communication-efficient digital-twin coordination framework to improve collaboration among heterogeneous embodied AI agents operating under limited network resources.
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Koopman-driven grip force prediction through EMG sensing
Researchers are applying Koopman operator theory to improve the accuracy of grip force predictions in robotic rehabilitation devices using electromyography sensors.
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NextDC raises another AU$500m in senior debt facilities, bringing total commitments to AU$2.3bn
Australian data center operator NextDC has secured an additional 500 million Australian dollars in debt facilities to fund its ongoing infrastructure expansion.
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SAGEAgent: A Self-Evolving Agent for Cost-Aware Modality Acquisition in Multimodal Survival Prediction
SAGEAgent is a self-evolving agent designed to optimize the acquisition of clinical diagnostic modalities for cost-aware multimodal survival prediction in cancer patients.
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CogniConsole: Externalizing Inference-Time Control as a Formal Abstraction for Reliable LLM Interactions
The paper introduces CogniConsole, an architecture that externalizes inference-time control into a structured interface to improve the reliability of large language model interactions.
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近一周融资资金加码多只光模块龙头股，撤离存储等赛道
Recent Chinese market data shows that margin trading funds have increasingly targeted leading optical module stocks while pulling out of several semiconductor storage companies.
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Beyond Black-Box Obfuscation: Mechanistic Analysis and Defense of White-Box Monitors
Researchers analyzed evasion strategies against white-box monitors used for LLM safety and proposed new defensive mechanisms to improve auditing reliability.
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联想在贵州成立新公司# 注册资本300万
Lenovo has established a new wholly-owned subsidiary in Guizhou with a registered capital of 3 million yuan to focus on AI hardware sales and software development.