-
Chain-of-Thought May Not Be a Window into AI’s Reasoning: Anthropic’s New Study Reveals Hidden Gaps
Chain-of-Thought May Not Be a Window into AI’s Reasoning: Anthropic’s New Study Reveals Hidden Gaps Chain-of-thought (CoT) prompting has gained visibility as a method to enhance and interpret the reasoning processes of large language models (LLMs). The premise is straightforward: if a model articulates its answer step-by-step, those steps should ideally shed light on its… →
-
Study protocol: Mixed-methods evaluation of a cluster-randomized trial on preventing dysregulated screen use in children under 3
BACKGROUND: Screen media use in early childhood is associated with increased risk for health and developmental problems. A preventive intervention during a regular examination in pediatric practices aims to prevent dysregulated screen time by children under three years of age. This protocol describes a process evaluation with the aim of understanding how to implement most… →
-
Outcomes and experiences of DIALOG+ provided remotely for patients with anxiety disorders-A non-controlled pilot trial
CONCLUSIONS: The findings suggest that DIALOG+ is feasible and beneficial for patients with anxiety disorders in routine care and that a remote delivery is a feasible realistic option for administering it. Future research should assess implementation methods and effectiveness in larger controlled trials and identify the effective mechanisms in DIALOG+. →
-
Omni-R1: Advancing Audio Question Answering with Text-Driven Reinforcement Learning and Auto-Generated Data
Omni-R1: Advancing Audio Question Answering with Text-Driven Reinforcement Learning and Auto-Generated Data Recent developments indicate that reinforcement learning (RL) can significantly enhance the reasoning abilities of large language models (LLMs). This study focuses on improving Audio LLMs—models that process audio and text to perform tasks such as question answering. The MMAU benchmark is a widely… →
-
This AI Paper from Microsoft Introduces a DiskANN-Integrated System: A Cost-Effective and Low-Latency Vector Search Using Azure Cosmos DB
Microsoft Introduces a DiskANN-Integrated System for Cost-Effective Vector Search Using Azure Cosmos DB The ability to search high-dimensional vector representations has become essential for modern data systems. These vector representations, generated by deep learning models, encapsulate data’s semantic and contextual meanings, enabling systems to retrieve results based on relevance and similarity rather than exact matches.… →
-
Personalized Visual Perceptual Learning Digital Therapy for Visual Field Defects Following Stroke: A Randomized Clinical Trial
CONCLUSIONS AND RELEVANCE: In this randomized clinical trial of a digital therapeutic for chronic poststroke VFDs, the visual perceptual learning-based training demonstrated significant improvements in the whole field and defective hemifield. →
-
Clinical Validation of a Vaginal Cervical Cancer Screening Self-Collection Method for At-Home Use: A Nonrandomized Clinical Trial
CONCLUSIONS AND RELEVANCE: In this nonrandomized clinical trial, SC samples collected with the device showed equivalent clinical sensitivity and exceeded the PPA end point for cervical screening. This SC method was found to be easy to use and to be a preferred option with high clinical performance intended for use in an at-home setting. →
-
Peri-Implant Diseases: Enhanced Antibacterial Photodynamic Therapy
CONCLUSIONS: Regularly applied dual-light aPDT reduces inflammation in the dental implant adjacent tissues. Dual-light aPDT approach holds promise as an effective home care tool for implant patients. →
-
Brief intensive EMDR therapy for PTSD in adults with mild intellectual disability or borderline intellectual functioning and behavioural problems: a multiple baseline design study
Background: Individuals with mild intellectual disability (MID; IQ 50-70) or borderline intellectual functioning (BIF; IQ 70-85) are at an elevated risk of post-traumatic stress disorder (PTSD), with PTSD symptoms possibly associated with behavioural problems. It is important to test the effectiveness of trauma-focused treatments, such as eye movement desensitisation and reprocessing (EMDR) therapy, for adults… →
-
Bisoprolol for patients with chronic obstructive pulmonary disease at high risk of exacerbation: the BICS RCT
CONCLUSIONS: In this underpowered study, the addition of bisoprolol to usual chronic obstructive pulmonary disease treatment did not reduce the likelihood of exacerbations, and bisoprolol cannot be recommended as a treatment for chronic obstructive pulmonary disease. →