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LifelongAgentBench: A Benchmark for Evaluating Continuous Learning in LLM-Based Agents
LifelongAgentBench: A Benchmark for Evaluating Continuous Learning in LLM-Based Agents Lifelong learning is essential for intelligent agents operating in dynamic environments. However, current LLM-based agents often lack memory, treating each task as a new challenge. While LLMs have significantly advanced language tasks and inspired agent-based systems, these agents remain stateless, unable to learn from past… →
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Introduction to Vision Language Models
Imagine an expert sommelier. They don’t just identify a wine; they experience it through multiple senses. They see its deep ruby color, inhale its bouquet of black cherry and oak, and taste its complex notes on their palate. They then translate this rich, sensory experience into evocative language, describing it as a “bold Cabernet Sauvignon… →
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Analytical treatment interruption among women with HIV in southern Africa who received VRC01 or placebo in the Antibody Mediated Prevention Study: ATI stakeholder engagement, implementation and early clinical data
CONCLUSIONS: In a safe, well-tolerated ATI, 18% of 11 African women exhibited post-intervention control. Design and implementation lessons inform future ATIs in Africa. Analyses of peri-acquisition and post-ATI host and viral characteristics can inform the development of interventions for HIV cure, prevention and treatment. →
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Application of Case-Based Learning Combined with PDCA in the Training of Grassroot Surgeons for the Updates in the CSCO Guidelines for the Diagnosis and Treatment of Breast (2023)
CONCLUSION: The study concludes that the integration of the PDCA cycle with CBL significantly enhances the surgeons’ acquisition and application of updated therapeutic knowledge and skills for breast cancer. →
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Effectiveness of stationary cycling with electromyographic biofeedback on neuromuscular control and function in individuals with knee osteoarthritis: a feasibility study
CONCLUSIONS: A six-week cycling program can alleviate pain and enhance knee function. EMG biofeedback of the vastus medialis significantly changed the neuromuscular control in the rectus femoris and vastus lateralis during cycling. Therefore, this study demonstrated that stationary cycling combined with electromyographic biofeedback training can enhance neuromuscular control of the quadriceps and potentially improve functional… →
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Effects of deprescribing antidepressants in nursing home residents with dementia-a cluster randomized controlled trial
CONCLUSIONS: The intervention did not significantly reduce antidepressant use among older nursing home residents with dementia. Further optimization and testing in a larger study are needed. →
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NVIDIA AI Releases Llama Nemotron Nano VL: A Compact Vision-Language Model Optimized for Document Understanding
NVIDIA AI Releases Llama Nemotron Nano VL: A Compact Vision-Language Model Optimized for Document Understanding NVIDIA has introduced Llama Nemotron Nano VL, a vision-language model (VLM) designed for efficient and precise document-level understanding tasks. Built on the Llama 3.1 architecture and featuring a lightweight vision encoder, this model is tailored for applications requiring accurate parsing… →
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A Coding Implementation to Build an Advanced Web Intelligence Agent with Tavily and Gemini AI
«`html A Coding Implementation to Build an Advanced Web Intelligence Agent with Tavily and Gemini AI In this tutorial, we introduce an advanced, interactive web intelligence agent powered by Tavily and Google’s Gemini AI. We will learn how to configure and use this smart agent to seamlessly extract structured content from web pages, perform sophisticated… →
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The effect of therapeutic artistic activities on anxiety and psychological well-being in adolescents with type 1 diabetes: a randomized controlled study
CONCLUSION: It was concluded that therapeutic art activities were effective in reducing anxiety and improving psychological well-being in adolescents with diabetes. It is recommended that therapeutic art activities be integrated into the care programs for children with diabetes. →
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Evaluation of self designed breast molds in enhancing doctor patient communication
To evaluate the value of self-made breast model in preoperative communication between doctors and patients with breast cancer. 200 patients with mammary tumor were randomly divided into control group and model group (100 patients in each group). The control group received traditional preoperative interpretation, and the model group used self-made breast model to assist interpretation.… →
