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Comparison of supervised versus home-based exercise programs following platelet-rich plasma injections in knee osteoarthritis: clinical outcomes from quasi-experimental study
CONCLUSION: Both supervised and unsupervised exercise programs improved outcomes in knee OA patients following PRP injections; the supervised program showed greater pain relief, flexion ROM, and functional status. However, no significant difference was observed in knee extension ROM between the two groups. →
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The Local AI Revolution: Expanding Generative AI with GPT-OSS-20B and the NVIDIA RTX AI PC
«`html The Local AI Revolution: Expanding Generative AI with GPT-OSS-20B and the NVIDIA RTX AI PC The landscape of AI is expanding. While many of the most powerful LLMs (large language models) are cloud-based, they raise concerns regarding privacy and operational limits. Now, a new paradigm of local, private AI is emerging, enabling users to… →
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Meet LangChain’s DeepAgents Library and a Practical Example to See How DeepAgents Actually Work in Action
«`html Meet LangChain’s DeepAgents Library and a Practical Example to See How DeepAgents Actually Work in Action While a basic Large Language Model (LLM) agent—one that repeatedly calls external tools—is easy to create, these agents often struggle with long and complex tasks because they lack the ability to plan ahead and manage their work over… →
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A Guide for Effective Context Engineering for AI Agents
A Guide for Effective Context Engineering for AI Agents Understanding the Target Audience The target audience for this guide consists of AI practitioners, business managers, and technical decision-makers who are involved in the development and deployment of AI agents. Their primary pain points include: Challenges in maximizing the performance of AI models due to ineffective… →
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An Implementation to Build Dynamic AI Systems with the Model Context Protocol (MCP) for Real-Time Resource and Tool Integration
«`html Understanding the Target Audience for the Model Context Protocol (MCP) The target audience for the implementation of the Model Context Protocol (MCP) includes AI developers, data scientists, business managers, and technology decision-makers. These individuals are typically involved in the integration of AI systems within their organizations and are looking for ways to enhance the… →
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When are postpartum haemorrhages diagnosed? A nested observational study within the E-MOTIVE cluster-randomised trial
BACKGROUND: The definition of primary postpartum haemorrhage as blood loss of 500 mL or more within 24 h after vaginal birth underemphasises the early postpartum hours due to limited data on the timing of postpartum haemorrhage diagnosis. Understanding postpartum haemorrhage diagnosis timing and diagnostic methods is important for guiding diagnostic and therapeutic strategies. The E-MOTIVE… →
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Inpatient versus outpatient management of young infants with a single low-mortality-risk sign of possible serious bacterial infection in sub-Saharan Africa and south Asia: an open-label, multicentre, two-arm, randomised controlled trial
BACKGROUND: Research has shown low mortality in young infants with a single low-mortality-risk possible serious bacterial infection (PSBI) sign. Outpatient treatment of young infants (age <2 months) with a single low-mortality-risk PSBI sign might be as effective and safe as hospitalisation. Outpatient treatment overcomes the challenges of hospitalisation and improves access in low-resource settings. Our… →
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Weak-for-Strong (W4S): A Novel Reinforcement Learning Algorithm that Trains a weak Meta Agent to Design Agentic Workflows with Stronger LLMs
Weak-for-Strong (W4S): A Novel Reinforcement Learning Algorithm for Designing Agentic Workflows with Stronger LLMs Understanding the Target Audience The target audience for the Weak-for-Strong (W4S) algorithm primarily includes AI researchers, data scientists, and business leaders in the technology sector who are looking to improve workflow automation and efficiency. Their pain points typically revolve around: Struggles… →
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Microsoft AI Proposes BitNet Distillation (BitDistill): A Lightweight Pipeline that Delivers up to 10x Memory Savings and about 2.65x CPU Speedup
Microsoft AI Proposes BitNet Distillation (BitDistill): A Lightweight Pipeline that Delivers up to 10x Memory Savings and about 2.65x CPU Speedup Understanding the Target Audience The target audience for Microsoft AI’s BitNet Distillation includes AI researchers, machine learning engineers, and business decision-makers in technology-driven industries. These individuals are typically engaged in optimizing machine learning models… →
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Kong Releases Volcano: A TypeScript, MCP-native SDK for Building Production Ready AI Agents with LLM Reasoning and Real-World actions
«`html Kong Releases Volcano: A TypeScript, MCP-native SDK for Building Production Ready AI Agents with LLM Reasoning and Real-World Actions Understanding the Target Audience The target audience for the Volcano SDK primarily consists of software developers, AI engineers, and business managers involved in AI and machine learning projects. These individuals are typically working in enterprise… →