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Liquid AI Open-Sources LFM2: A New Generation of Edge LLMs
«`html Liquid AI Open-Sources LFM2: A New Generation of Edge LLMs The landscape of on-device artificial intelligence has improved significantly with Liquid AI’s release of LFM2, their second-generation Liquid Foundation Models. This new series of generative AI models represents a shift in edge computing, delivering performance optimizations designed for on-device deployment while maintaining competitive quality… →
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SDBench and MAI-DxO: Advancing Realistic, Cost-Aware Clinical Reasoning with AI
«`html Understanding the Target Audience for SDBench and MAI-DxO The target audience for SDBench and MAI-DxO includes healthcare professionals, medical researchers, and AI developers focused on enhancing clinical reasoning and diagnostic processes. Their pain points often include the limitations of current AI diagnostic tools, the cost of unnecessary testing, and the challenges of integrating AI… →
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This AI Paper Introduces MMSearch-R1: A Reinforcement Learning Framework for Efficient On-Demand Multimodal Search in LMMs
«`html This AI Paper Introduces MMSearch-R1: A Reinforcement Learning Framework for Efficient On-Demand Multimodal Search in LMMs Understanding the Target Audience The target audience for this paper includes AI researchers, business managers in tech, and developers focused on enhancing AI systems. Their pain points revolve around the limitations of current large multimodal models (LMMs) in… →
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Electrical Impedance Tomography-Guided Airway Clearance in Elderly Patients With Severe Pneumonia: A Prospective Study
CONCLUSION: EIT-guided ACT is safe and enhances treatment efficacy by significantly improving respiratory function and extubation success rate in elderly patients with severe pneumonia. →
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A Randomized Clinical Trial Comparing the Effectiveness of Aerobic Training and Circuit Training on Balance in Ataxic Patients
BACKGROUND: The term ataxia refers to the inability to coordinate movement. It essentially happens when the cerebellum or any of its connections are damaged. A brain tumor, multiple sclerosis, stroke, cerebral palsy, certain drugs, and genetic illnesses are the few examples of the ailments that can result in ataxia. Although aerobic exercise helps ataxic people… →
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Google DeepMind Releases GenAI Processors: A Lightweight Python Library that Enables Efficient and Parallel Content Processing
Google DeepMind Releases GenAI Processors: A Lightweight Python Library for Efficient Content Processing Google DeepMind has recently launched GenAI Processors, an open-source Python library designed to streamline generative AI workflows involving real-time multimodal content. Released under an Apache‑2.0 license, this library offers a high-throughput, asynchronous stream framework for constructing advanced AI pipelines. Stream‑Oriented Architecture Central… →
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Meta AI Introduces UMA (Universal Models for Atoms): A Family of Universal Models for Atoms
Meta AI Introduces UMA (Universal Models for Atoms): A Family of Universal Models for Atoms Understanding the Target Audience The primary audience for the introduction of Universal Models for Atoms (UMA) includes researchers and professionals in the fields of computational chemistry, materials science, and artificial intelligence. This audience is typically characterized by the following: Pain… →
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The clinical performance of monoshade resin composite as posterior restoration: a randomized controlled clinical trial
The aim of this study was to assess the clinical performance of a monoshade universal resin composite as posterior restoration. Twenty adult patients having at least two carious lesions related to posterior teeth were selected. Each patient was provided with a monoshade resin composite (Omnichroma) and polyshade nanohybrid resin composite (Tetric^(®) N-Ceram) for class I… →
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Detrended Fluctuation Analysis of Gait Cycles: A Study of Neuromuscular and Ground Force Dynamics
Gait analysis provides crucial insights into neuromuscular coordination and postural control, especially in ageing populations and rehabilitation contexts. This study investigates the complexity of muscle activation and ground reaction force patterns during gait by applying detrended fluctuation analysis (DFA) to electromyography (EMG) and force-sensitive resistor (FSR) signals. Data from a two-arm randomised clinical trial (RCT)… →
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Prevention and treatment of social anxiety disorder in adolescents: mixed method randomised controlled trial of the guided online intervention SOPHIE
Social anxiety symptoms are highly prevalent in adolescents and negatively impact their social and academic functioning, highlighting the need for effective low-threshold interventions. This randomised controlled trial evaluated the guided online intervention SOPHIE for adolescents (N = 133; 11-17 years) with social anxiety disorder (SAD; treatment) or subclinical social anxiety (indicated prevention) compared to care-as-usual… →
