-
Google AI Just Open-Sourced a MCP Toolbox to Let AI Agents Query Databases Safely and Efficiently
Google AI Just Open-Sourced a MCP Toolbox to Let AI Agents Query Databases Safely and Efficiently Google has released the MCP Toolbox for Databases, a new open-source module under its GenAI Toolbox aimed at simplifying the integration of SQL databases into AI agents. This release is part of Google’s broader strategy to advance the Model… →
-
Implementing a Tool-Enabled Multi-Agent Workflow with Python, OpenAI API, and PrimisAI Nexus
«`html Implementing a Tool-Enabled Multi-Agent Workflow with Python, OpenAI API, and PrimisAI Nexus In this advanced tutorial, we will build a multi-agent task automation system using the PrimisAI Nexus framework, fully integrated with the OpenAI API. Our primary objective is to demonstrate how hierarchical supervision, intelligent tool utilization, and structured outputs can facilitate the coordination… →
-
How Radial Attention Cuts Costs in Video Diffusion by 4.4× Without Sacrificing Quality
«`html How Radial Attention Cuts Costs in Video Diffusion by 4.4× Without Sacrificing Quality Introduction to Video Diffusion Models and Computational Challenges Diffusion models have made significant advances in generating high-quality, coherent videos, building on their success in image synthesis. However, the extra temporal dimension in videos increases computational demands, particularly as self-attention scales poorly… →
-
Protective effect of celecoxib against capecitabine induced hand and foot syndrome in patients with colorectal Cancer
CONCLUSION: Celecoxib may represent a potential protective agent against capecitabine induced hand and foot syndrome in patients with colorectal cancer. →
-
Short- and Longer-Term Effects of Three Intensive Straw Phonation Interventions on the Voice of Female Speech-Language Pathology Students With Mild Dysphonia: A Randomized Controlled Trial
CONCLUSIONS: Positive effects were found for the three SP interventions. The most promising results were found for SP in 2 cm water, suggesting an optimal impedance match between the glottis and the vocal tract in this specific population of female SLP students with mild dysphonia. →
-
Better Code Merging with Less Compute: Meet Osmosis-Apply-1.7B from Osmosis AI
Better Code Merging with Less Compute: Meet Osmosis-Apply-1.7B from Osmosis AI Osmosis AI has open-sourced Osmosis-Apply-1.7B, a fine-tuned variant of Qwen3-1.7B, designed to perform highly accurate and structured code merging tasks. This model is optimized for context-sensitive, function-level code edits. It achieves strong performance with fewer parameters compared to larger foundation models by leveraging code-specific… →
-
Invasive urodynamic investigations in the management of women with refractory overactive bladder symptoms: FUTURE, a superiority RCT and economic evaluation
CONCLUSION: Participant-reported success in the urodynamics arm was not superior to the comprehensive clinical assessment only arm at 15-months follow-up. Urodynamics is not cost-effective at a threshold of £20,000 per quality-adjusted life-year gained. Longer-term follow-up is required to explore need for further interventions and treatments and their effect on the clinical and cost-effectiveness analyses. →
-
Urodynamics tests for the diagnosis and management of male bladder outlet obstruction: long-term follow-up of the UPSTREAM non-inferiority RCT
CONCLUSIONS: Five-year follow-up does not support the introduction of invasive urodynamics in reducing lower urinary tract symptoms or rates of prostate surgery, from a clinical or cost-effectiveness perspective. →
-
Ultrasound-Guided Pleural Needle Biopsy Which Needle for Which Patient: A Prospective Randomized Study
CONCLUSION: US-CNPB should be preferred in patients with pleural thickness ≥ 1 cm on US. MT is recommended for patients with pleural thickening < 1 cm or those presenting with pleural effusion without pleural thickening. However, in the absence of MT, US-ANPB is the preferred alternative because of its superior diagnostic accuracy and procedural safety. →
-
Impact of RoSCo-based preoperative risk stratification on early mobilization and short-term outcomes following robot-assisted laparoscopic partial nephrectomy for renal cell carcinoma: a single-center prospective study
This study aimed to evaluate the effectiveness of the RoSCo preoperative risk scoring system, which incorporates the RENAL Nephrometry Score, the Charlson’s Comorbidity Index, and body mass index to quantify surgical risk, in guiding individualized early mobilization protocols and to assess associated early postoperative recovery outcomes in patients undergoing robot-assisted partial nephrectomy (RAPN) for renal… →
