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The Latest AI/ML Topics

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Building Self-Healing Data Pipelines: From Reactive Alerts to Proactive Recovery
Self-healing AI systems mark a turning point for modern data operations. Learn its possibilities and limits, and how to adopt it safely.
December 4, 2025
by Janani Annur Thiruvengadam DZone Core CORE
· 1,484 Views · 1 Like
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Stop Writing Excel Specs: A Markdown-First Approach to Enterprise Java
Shift design specs from Excel to Markdown and let AI generate Java while preventing drift and cutting development time by 55%.
December 3, 2025
by Dippu Kumar Singh
· 4,497 Views · 2 Likes
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Engineering Evidence‑Grounded Review Pipelines With Hybrid RAG and LLMs
For high-stakes reviews, our Hybrid RAG and LLM framework ensures auditable AI by forcing structured, verified, and calibrated outputs
December 3, 2025
by Chidozie Managwu
· 1,929 Views
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MCP Elicitation: Human-in-the-Loop for MCP Servers
MCP elicitation provides a standardized way for servers to request real-time user input through the client during a session.
December 3, 2025
by Maksim Kachurin
· 3,120 Views · 1 Like
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Building Privacy-Preserving ML for CRM Systems With Federated Learning
Build global ML models without moving customer data. Each region trains locally, shares encrypted updates. Data stays local, insights go global.
December 3, 2025
by Dhruv Kulshrestha
· 1,255 Views · 1 Like
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Building Green AI: Lessons in GPU Efficiency From the Trenches
Most deep learning models today waste a lot of compute and energy — not because the GPUs are slow, but because we’re not feeding them efficiently.
December 3, 2025
by Sanjay Kurra
· 2,533 Views
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Beyond Buzzwords: Demystifying Agentic AI
Understand agentic AI: how AI agents use tools, planning, and retrieval-augmented generation (RAG) to act, reason, and solve tasks effectively.
December 2, 2025
by Pradyumna Amasebail Kodgi
· 2,921 Views · 1 Like
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A Comparative Analysis of AI Tools for Developers in 2025
This is a review of the best AI tools for developers, such as GitHub Copilot, Cursor, Cody, Aider, and Windsurf for software development, and improved performance.
December 2, 2025
by Kavin Xavier
· 4,921 Views · 3 Likes
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Phishing 3.0: AI and Deepfake-Driven Social Engineering Attacks
AI and deepfakes are making phishing attacks harder to detect. Learn in this article how developers and IT teams can protect against these modern threats.
December 2, 2025
by Abhinav Dubey
· 1,718 Views · 1 Like
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Building a Customer Intelligence AI Agent With OpenSearch and LLMs
Imagine being able to ask a question about a customer and receive a grounded, natural language answer combining all that data.
December 2, 2025
by Haymang Ahuja
· 1,309 Views
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Why Open-Source OpenSearch 3.0 Is More Than Just an Upgrade: An Interview
OpenSearch 3.0 marks a pivotal shift toward a more scalable, flexible, and future-ready open source engine. Here's what you need to know about the project.
December 1, 2025
by Will Brown
· 1,686 Views · 1 Like
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Real-Time Computer Vision on macOS: Accelerating Vision Transformers
Build a real-time Python application that estimates a person’s age via webcam using a state-of-the-art Vision Transformer (ViT).
December 1, 2025
by Ilia Ivankin
· 1,996 Views
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AI Ethics in Action: How We Ensure Fairness, Bias Mitigation, and Explainability
The blog shows how bias can quietly enter AI and explains a clear three-step method to keep systems fair, transparent, and trustworthy.
December 1, 2025
by Navedha Sadhan
· 1,246 Views · 1 Like
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The Illusion of Deep Learning: Why "Stacking Layers" Is No Longer Enough
With nested learning, Google Research proposes shifting from static AI to a dynamic architecture, inspired by brain frequencies.
November 28, 2025
by Frederic Jacquet DZone Core CORE
· 4,522 Views
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RAG Applications with Vertex AI
Explore the possibilities of building custom RAG applications for greater control and flexibility with Vertex AI APIs, vector stores, and LangChain frameworks.
November 28, 2025
by Gopinath Karunanithi
· 3,361 Views
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Next-Gen AI-Based QA: Why Data Integrity Matters More Than Ever
Learn why data integrity is essential for trustworthy AI, how poor data leads to failures and how modern QA methods like predictive checks improve reliability.
November 28, 2025
by Abhishek Trehan
· 2,329 Views
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Building a Simple MCP Server and Client: An In-Memory Database
A basic in-memory database server using MCP, complete with an interactive client to create tables, insert data, and query it.
November 27, 2025
by Anil Malakar
· 3,896 Views · 5 Likes
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Top 5 Practices for Building Dockerized MCP Servers
Learn the best practices for building MCP Servers and use them to power your LLM-powered applications. Make sure your setup has isolation and is secure.
November 26, 2025
by Mahak Shah
· 5,636 Views
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Building a Local RAG App With a UI, No Vector DB Required
A step-by-step guide to building a complete retrieval-augmented generation (RAG) application with FAISS, LangChain, and Streamlit that runs 100% locally.
November 26, 2025
by Nabin Debnath
· 4,723 Views · 2 Likes
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Building AI Agents With Semantic Kernel: A Practical 101 Guide
Learn how to build a simple, production-ready AI agent using Microsoft’s Semantic Kernel, covering kernels, plugins, agents, observability, and scalability.
November 26, 2025
by Sharan Babu Paramasivam Murugesan
· 2,041 Views · 2 Likes
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