Large Language Model– tag –
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Market Trends
Liquid Cooling Failures Threaten AI Data Center Uptime, Risking Overheating and Up to $38 Billion in Downtime
Datacenters India Overview Failures in liquid cooling systems pose significant risks of overheating and costly downtime, potentially up to $38 billion for a 1-gigawatt facility, in AI data centers. Common causes include pump malfunctions... -
New Technology
LLMs and Autonomous Labs Revolutionize Materials Discovery, Accelerating Design with Foundational MLIPs and Generative AI
Chemistry Reviews Unknown Overview This comprehensive review highlights how AI is transforming materials science, with Large Language Models (LLMs) now extracting knowledge and generating simulation workflows. Machine Learning Interatomi... -
New Technology
LG AI Research Unveils LLM ‘EXAONE Discovery,’ Showcases Real-World Application in New Hair Growth Ingredient and Immersion Coolant Discovery at ICML 2026
LG AI Research (via Korea JoongAng Daily) South Korea Overview LG AI Research showcased 'EXAONE Discovery,' an industrial AI application powered by its EXAONE LLM, at ICML 2026, highlighting real-world applications. EXAONE Discovery is a... -
New Technology
Argonne National Laboratory Unveils AI-Driven ‘ChemGraph’ Framework, Accelerating Materials Research with LLMs
Argonne National Laboratory USA Overview Argonne National Laboratory has announced 'ChemGraph,' an open-source, AI-driven framework that automates the setup, execution, and analysis of computational chemistry and materials science simula... -
New Technology
Tohoku University’s AI Framework ‘ChatHEA’ Unlocks Superior Fuel Cell Catalyst Outperforming Platinum
Tohoku University AIMR Japan Overview Researchers at Tohoku University's AIMR and an international team have developed 'ChatHEA,' an innovative AI framework that integrates large language models (LLMs) with experimental methodologies to ... -
New Technology
Human-LLM Collaboration Discovers Novel Perovskite-Type Material Ba3PtO5, Accelerating Materials Synthesis and Discovery
arXiv International Overview Addressing the challenge where LLMs accelerate material prediction but experimental discovery lags, this study demonstrates the power of human-LLM collaboration. Through this collaborative process, researcher... -
New Technology
Firefly-Geni Autonomous Framework Leverages LLMs for Generative Discovery of Thermally Activated Delayed Fluorescence (TADF) Molecular Candidates
ChemRxiv International Overview Firefly-Geni has been announced as an automated, interpretable active evolution framework integrating LLM-assisted data extraction, multitask property prediction, conditional molecule generation, and theor... -
New Technology
Machine Learning Penetrates Materials Science, Accelerating Autonomous Discovery with LLMs
Google Cloud Vertex AI Search USA Overview A comprehensive review highlights the transformative impact of machine learning, especially Graph Neural Networks, ML Interatomic Potentials, and Large Language Models (LLMs), on materials scien... -
Business Trends
North American VC Investment Hits Record $392 Billion in H1 2026, Driven by AI Mega-Rounds; SpaceX IPOs at $75B
TokenPost USA Overview In the first half of 2026, North American startups secured a record $392 billion in venture capital funding, predominantly driven by AI-led mega-rounds. The second quarter alone saw $137.2 billion invested, the sec... -
Business Trends
June 2026 AI Startup Funding: China’s DeepSeek Raises Over $7.4B at >$50B Valuation, DayOne DC Secures $4.5B for AI Data Centers
Intellizence Unknown Overview June 2026 startup funding trends reveal continued massive investments in AI, infrastructure, and robotics. Notably, Chinese AI startup DeepSeek secured over $7.4 billion in its inaugural funding round, achie...