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Toward Explainable AI (Part 10): Bridging Theory and Practice—Responsible AI: Ambition or Illusion?
Explainable AI bridges the gap between complex models and real-world accountability, helping teams build trust, ensure compliance, and make smarter decisions.
September 15, 2025
by Frederic Jacquet DZone Core CORE
· 1,804 Views · 3 Likes
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GenAI Beyond Just LLMs
GenAI is not just LLMs and agents. Learn about the power of Chemistry Foundation Models, and how they can accelerate molecular and materials discovery.
September 15, 2025
by Nimit Patel
· 1,482 Views · 3 Likes
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Benchmarking Open-Source LLMs: LLaMA vs Mistral vs Gemma — A Practical Guide for Developers Building Private Models
Open-source LLMs like LLaMA, Mistral, and Gemma are reshaping private AI. Learn their performance, architecture, and deployment to choose the right model.
September 15, 2025
by harshraj bhoite
· 7,896 Views · 1 Like
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Agentic AI: The Next Evolution of Artificial Intelligence and Autonomous Automation
AI has progressed from assistants like Siri and Alexa to ChatGPT requiring human input, and now to Agentic AI, which autonomously thinks, plans, and executes tasks.
September 15, 2025
by Shubham Gupta
· 2,318 Views · 2 Likes
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Tuples and Records (Part 5): Performance Challenges
Tuples and Records were withdrawn from ES2025 due to performance and engine challenges. The ideas remain influential for immutability and value-based JS patterns.
September 15, 2025
by Guhaprasaanth Nandagopal
· 3,104 Views · 2 Likes
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Enhancing AI Privacy: Federated Learning and Differential Privacy in Machine Learning
The article explores Federated Learning and Differential Privacy as key techniques for privacy-preserving machine learning.
September 12, 2025
by Shaurya Jain
· 3,483 Views · 2 Likes
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Shifting Left in Software Testing: Integrating AI-Driven Early Defect Detection into Agile Development Workflows
Integrating AI-driven "Shift Left" testing into Agile workflows helps teams detect software defects early, reducing costs, and boosting customer satisfaction.
September 12, 2025
by Gopinath Kathiresan
· 16,196 Views · 1 Like
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AI for Ensuring Data Integrity and Simplifying Migration in Microservices Ecosystems
AI helps organizations using microservices maintain data integrity during migrations by detecting anomalies, validating data automatically, and reducing manual errors.
September 12, 2025
by Nilesh Charankar
· 4,696 Views · 1 Like
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Deploying AI Models in Air-Gapped Environments: A Practical Guide From the Data Center Trenches
Learn all about practical strategies for deploying AI in air-gapped environments, with guidance on security, scalability, compliance, and reliability.
September 12, 2025
by Siva Kiran Nandipati
· 4,637 Views · 1 Like
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Security Concerns in Open GPTs: Emerging Threats, Vulnerabilities, and Mitigation Strategies
In this article, learn about real-world breaches, risks, and advanced security strategies to safeguard Open GPT deployments against evolving AI threats.
September 12, 2025
by Vijay Oggu
· 2,194 Views · 1 Like
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AI for Data Cleaning: How AI Can Clean Your Data and Save You Hours and Money
The use of AI in data cleansing involves identifying and eliminating irrelevant and missing data to maintain clean datasets, free from outliers and errors.
September 12, 2025
by Prasanna Chitanand
· 2,018 Views · 2 Likes
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Quantum Machine Learning (QML) for Developers: A Beginner's Guide
In this beginner-friendly guide, learn how quantum machine learning with PennyLane, Qiskit, TFQ, and Cirq enhances AI with speed, security, and optimization.
September 12, 2025
by Chandrasekhar Rao Katru
· 3,370 Views · 7 Likes
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Tuples and Records (Part 4): Optimize React and Prevent Re-Renders
Use Tuples and Records in React to ensure immutable, value-based state, prevent redundant re-renders, and improve performance in complex applications.
September 12, 2025
by Guhaprasaanth Nandagopal
· 3,041 Views · 3 Likes
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Securing LLM Applications: Beyond the New OWASP LLM Top 10
The new OWASP LLM Top 10 highlights vulnerabilities unique to LLMs. However, operationalizing LLM security means weaving safeguards beyond just referencing a checklist.
September 11, 2025
by Abhishek Goswami
· 3,435 Views · 2 Likes
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Azure VM Instance Types and Their Roles in Different Distributed Software Systems
Azure provides various VM instance types optimized for compute, memory, storage, or GPU needs, such as Databricks, Snowflake, AKS, Synapse, and Azure Functions.
September 11, 2025
by Srinivasarao Rayankula
· 19,901 Views · 3 Likes
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The AI Precision Anti-Pattern
Learn why to avoid the Generative AI Precision Anti-Pattern and why LLMs fail on deterministic tasks, and how to align the right tools with the right jobs.
September 11, 2025
by Stefan Wolpers DZone Core CORE
· 1,961 Views · 1 Like
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AI on the Fly: Real-Time Data Streaming From Apache Kafka to Live Dashboards
Real-time data streaming plays a key role for AI models as it allows them to handle and respond to data as it comes in, instead of just using old fixed datasets.
September 11, 2025
by Gautam Goswami DZone Core CORE
· 7,315 Views
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Toward Explainable AI (Part 9): Bridging Theory and Practice—Conclusion: Explainability Under Real-World Conditions
Explainable AI bridges the gap between complex models and real-world accountability, helping teams build trust, ensure compliance, and make smarter decisions.
September 11, 2025
by Frederic Jacquet DZone Core CORE
· 2,556 Views · 2 Likes
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Supercharging Your Chatbot With Context-Aware AI on AWS
Tired of chatbots that feel like scripts? Learn how to build a context-aware, AI-powered chatbot that remembers, responds, and scales as per need.
September 10, 2025
by Jyostna Seelam
· 5,603 Views
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From HTTP to Kafka: A Custom Source Connector
Learn how to implement a custom Kafka Connect HTTP source connector to integrate with HTTP endpoints, covering connector configuration, deployment and usage.
September 10, 2025
by Ion Pascari
· 5,023 Views · 5 Likes
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