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How to Design a Persistent Memory and Personalized Agentic AI System with Decay and Self-Evaluation?
How to Design a Persistent Memory and Personalized Agentic AI System with Decay and Self-Evaluation In this tutorial, we explore how to build an intelligent agent that remembers, learns, and adapts to users over time. We implement a Persistent Memory and Personalization system using simple, rule-based logic to simulate how modern Agentic AI frameworks store… →
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Sure, AI Can Automate. But How Can You Use It to Innovate?
When Sébastien Martin used ChatGPT to create an AI teaching assistant for his operations management course, the initial reviews were good. Students used the chatbot, named “Kai,” to review lectures and slides, create practice quizzes, and take pre-class assessments. But soon, Martin started to wonder if he wasn’t being ambitious enough about how AI could… →
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How to Create AI-ready APIs?
«`html Understanding the Target Audience for AI-ready APIs The target audience for «How to Create AI-ready APIs» comprises software developers, product managers, and technical decision-makers who focus on integrating artificial intelligence into their systems. They are often responsible for the development and maintenance of APIs that facilitate AI workloads. Here are some key insights into… →
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LongCat-Flash-Omni: A SOTA Open-Source Omni-Modal Model with 560B Parameters with 27B activated, Excelling at Real-Time Audio-Visual Interaction
LongCat-Flash-Omni: A SOTA Open-Source Omni-Modal Model with 560B Parameters and 27B Activated, Excelling at Real-Time Audio-Visual Interaction Understanding the Target Audience The target audience for LongCat-Flash-Omni includes AI researchers, business managers in technology sectors, and developers interested in machine learning and multimodal AI applications. Their pain points involve: Integrating complex AI models into existing systems.… →
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Comparing the Top 6 OCR (Optical Character Recognition) Models/Systems in 2025
Comparing the Top 6 OCR (Optical Character Recognition) Models/Systems in 2025 Optical character recognition (OCR) has evolved to provide not just plain text extraction but also advanced document intelligence. Modern systems are designed to read scanned and digital PDFs in a single pass, preserving layout, detecting tables, extracting key-value pairs, and accommodating multiple languages. In… →
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Long-term efficacy of chlorhexidine-containing cutaneous dressings on ventriculostomy-related infection: a 10-year before-and-after study
CONCLUSIONS: The occurrence of EVDAIs was significantly reduced when using additional CHX dressings (8%), compared to silver-coated EVDs alone (19%), without extending antibiotic prophylaxis or using antibiotic-impregnated catheters as a valid alternative in terms of antibiotic stewardship. This finding should encourage the neurosurgical community to generate more awareness in using and evaluating postoperative measures that… →
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Evaluating the impact of digital therapy for male LUTS: insights from the BEST trial subgroup analysis
CONCLUSION: The digital therapeutic achieved clinically meaningful symptom and quality-of-life improvements across all subgroups. Additional reductions in voiding frequency and high adherence support its broad applicability in clinical practice. →
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A Coding Implementation of a Comprehensive Enterprise AI Benchmarking Framework to Evaluate Rule-Based LLM, and Hybrid Agentic AI Systems Across Real-World Tasks
«`html A Coding Implementation of a Comprehensive Enterprise AI Benchmarking Framework to Evaluate Rule-Based LLM, and Hybrid Agentic AI Systems Across Real-World Tasks In this tutorial, we develop a comprehensive benchmarking framework to evaluate various types of agentic AI systems on real-world enterprise software tasks. We design a suite of diverse challenges, from data transformation… →
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When Campaigns Backfire
Anyone with a mailbox knows it’s election season when the flood of campaign materials appears. Brochures, postcards, leaflets, and other print mailers praise some candidates and denounce others—all in the hope of swaying voters’ opinions. Campaigns and advocacy groups spend millions of dollars on these direct-mail efforts every election cycle, believing that, with the right… →
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Political News? Not in My Feed.
In the run-up to the 2024 U.S. election, it may have seemed like political news was omnipresent. But in today’s fractured media landscape—where more people get information from their phones than newspapers and television—it’s harder than ever to gauge how much election information Americans actually consumed. With an unprecedented dataset on the content people see… →