-
Chunking vs. Tokenization: Key Differences in AI Text Processing
«`html Chunking vs. Tokenization: Key Differences in AI Text Processing Table of Contents Introduction What is Tokenization? What is Chunking? The Key Differences That Matter Why This Matters for Real Applications Where You’ll Use Each Approach Current Best Practices (What Actually Works) Summary Introduction When you’re working with AI and natural language processing, you will… →
-
A Coding Guide to Building a Brain-Inspired Hierarchical Reasoning AI Agent with Hugging Face Models
«`html A Coding Guide to Building a Brain-Inspired Hierarchical Reasoning AI Agent with Hugging Face Models This tutorial aims to recreate the essence of the Hierarchical Reasoning Model (HRM) using a free Hugging Face model that operates locally. We will design a lightweight yet structured reasoning agent. By breaking problems into subgoals, solving them with… →
-
THE IMPACT OF HYALURONIC ACID ON GINGIVITIS AND PERIODONTAL HEALTH
Gingivitis is a reversible inflammatory condition of the gingival tissues, primarily initiated by microbial plaque accumulation. The present study aimed to assess the therapeutic efficacy of 1% hyaluronic acid (HA) gel as an adjuvant remedy to standard scaling and polishing procedures (SPP) in the management of gingivitis. Twenty systemically healthy adults diagnosed with gingivitis were… →
-
Study on the efficacy of combination therapy with rifaximin and Saccharomyces boulardii CNCM I-745 in patients with small intestinal bacterial overgrowth associated with long-term use of proton pump inhibitors
CONCLUSION: This prospective comparative study demonstrates that combination therapy with rifaximin and Saccharomyces boulardii CNCM I-745 appears more effective than rifaximin monotherapy for SIBO eradication, symptom regression, and QoL improvement in patients with PPI-associated SIBO. →
-
The high-dose dual therapy for eradication of Helicobacter pylori: efficacy and safety
CONCLUSION: The efficacy of the Era-RebAmIPP regimen is comparable to conventional triple therapy with bismuth. To assess the effectiveness of this regimen, larger-scale studies are required in various regions of our country. →
-
Return to normal activity after abdominal surgery: a pre-planned secondary analysis of a randomised controlled trial across seven low- and middle-income countries
CONCLUSIONS: With rising need for surgical care and non-communicable disease globally, this study highlights the groups of patients at critical need for improving return to normal activity or recovery after surgery in LMICs. Improving access and implementation of rehabilitation pathways, aligned to the World Health Organisation, may be crucial to improve financial risk protection to… →
-
Comparative evaluation of the effects of diclofenac sodium and vitamin D supplementation on symptoms in individuals with myofascial pain and vitamin D deficiency: a randomized controlled clinical trial
CONCLUSIONS: Vitamin D may serve as an alternative with anti-inflammatory and analgesic effects compared to NSAIDs. →
-
Microsoft AI Introduces rStar2-Agent: A 14B Math Reasoning Model Trained with Agentic Reinforcement Learning to Achieve Frontier-Level Performance
«`html Microsoft AI Introduces rStar2-Agent: A 14B Math Reasoning Model Trained with Agentic Reinforcement Learning to Achieve Frontier-Level Performance Table of Contents The Problem with “Thinking Longer” The Agentic Approach Infrastructure Challenges and Solutions GRPO-RoC: Learning from High-Quality Examples Training Strategy: From Simple to Complex Breakthrough Results Understanding the Mechanisms Summary The Problem with “Thinking… →
-
Accenture Research Introduce MCP-Bench: A Large-Scale Benchmark that Evaluates LLM Agents in Complex Real-World Tasks via MCP Servers
«`html Understanding the Target Audience for MCP-Bench The target audience for Accenture Research’s MCP-Bench includes AI researchers, business managers, and technology decision-makers. These individuals are primarily focused on integrating AI solutions into their operations and are keen on understanding the capabilities and limitations of large language models (LLMs) in real-world applications. Pain Points: The audience… →
-
Efficacy and safety of pilocarpine hydrochloride ophthalmic solution USP 1.25% w/v versus placebo ophthalmic solution for the treatment of presbyopia — A multicentric clinical trial
CONCLUSION: Pilocarpine 1.25% effectively improves near vision in presbyopia, with sustained benefits up to day 30 and potential long-term adaptability. →
