AI/ML Resources

Beyond Accuracy: A Product-Led Case for State Space Models Over Transformers

Transformers dominate AI but struggle with long texts. State Space Models (SSMs) are faster and more efficient for production.

May 28, 2025

by Albert Lie

· 1,651 Views

How To Build AI-Powered Prompt Templates Using the Salesforce Prompt Builder

We know the power of Generative AI and how to write prompts, but Salesforce also provides a tool to create effective prompts using Prompt Builder.

May 27, 2025

by Srinivas Sandiri

· 2,798 Views

A Guide to Auto-Tagging and Lineage Tracking With OpenMetadata

Learn how to automate PII tagging, metadata management, and SQL lineage tracking with GPT-4, OpenMetadata, dbt, Trino, and Python for smarter data governance.

May 27, 2025

by Sreenath Devineni

CORE

· 6,026 Views

Building a Real-Time Audio Transcription System With OpenAI’s Realtime API

Dive into real-time audio transcription with this hands-on guide, showing how to stream and transcribe audio in Java using OpenAI’s WebSocket API and GPT-4o models.

May 27, 2025

by Roline Stapny Saldanha

· 5,570 Views · 2 Likes

Traditional Testing and RAGAS: A Hybrid Strategy for Evaluating AI Chatbots

This article compares traditional testing, what it offers and how RAGAS framework provides alternatives for an overall test plan for RAG applications.

May 27, 2025

by Arun Vishwanathan

· 3,368 Views · 1 Like

The End of “Good Enough Agile”

AI and Product Operating Models challenge outdated Agile rituals. Learn how teams must evolve from process-focused roles to strategic, outcome-driven leadership.

May 26, 2025

by Stefan Wolpers

CORE

· 7,796 Views · 4 Likes

Leveraging Natural Language Processing for Enhancing Sales Chatbots

Explore how NLP enhances sales chatbots, improving customer interaction and boosting engagement through smarter responses.

May 26, 2025

by Devin Partida

· 2,472 Views

Advancing Robot Vision and Control

Discover how integrating visual servoing and reinforcement learning enhances robotic hand-eye coordination for improved accuracy, efficiency, and control.

May 26, 2025

by Akshar Patel

· 2,676 Views

Navigating and Modernizing Legacy Codebases: A Developer's Guide to AI-Assisted Code Understanding

Practical strategies for modernizing legacy codebases using AI-assisted development. Discover real-world case studies and technical approaches for efficient migration.

May 26, 2025

by Tom Smith

CORE

· 4,627 Views · 2 Likes

Implementing Explainable AI in CRM Using Stream Processing

Learn how to bring transparency to AI-driven CRM using stream processing and explainable AI (XAI) to improve trust, speed, and customer insights.

May 23, 2025

by Sergei Berezin

· 3,571 Views · 2 Likes

Apple and Anthropic Partner on AI-Powered Vibe-Coding Tool – Public Release TBD

This vibe-coding tool is only being tested inside Apple; the company hasn’t decided whether to release the platform to outside developers.

May 23, 2025

by Aminu Abdullahi

· 3,630 Views · 1 Like

Modern Test Automation With AI (LLM) and Playwright MCP

Learn how GenAI and Playwright MCP transform QA with natural language test creation, self-healing scripts, dynamic flows, and seamless browser automation.

May 23, 2025

by Kailash Pathak

CORE

· 21,136 Views · 7 Likes

The Role of AI in Identity and Access Management for Organizations

This article examines how AI enhances Identity and Access Management (IAM) by improving security, efficiency, and adaptability to evolving cyber threats.

May 22, 2025

by Nikhil Kapoor

· 4,942 Views · 4 Likes

Assessing Bias in AI Chatbot Responses

The paper explores AI chatbot bias, ethical concerns, fairness, detection methods, and real-world impacts in fields like healthcare, recruitment, and customer service.

May 22, 2025

by Bhanuprakash Madupati

· 69,895 Views · 19 Likes

Knowledge Graph Embeddings and NLP Innovations

Explore advanced strategies integrating knowledge graph embeddings, negative sampling, and NLP models to significantly enhance question-answering accuracy.

May 22, 2025

by Akshar Patel

· 3,024 Views

Code Reviews: Building an AI-Powered GitHub Integration

An AI-powered code review assistant that integrates GitHub, a Flask app, and the qwen2.5-coder model on Ollama to automate code reviews.

May 22, 2025

by Vamshidhar Parupally

· 5,843 Views · 2 Likes

MCP Servers: The Technical Debt That Is Coming

MCP servers promise faster AI-driven orchestration through the use of natural language, but they risk becoming technical debt.

May 22, 2025

by Hugo Guerrero

CORE

· 8,302 Views · 3 Likes

Chat With Your Knowledge Base: A Hands-On Java and LangChain4j Guide

In this hands-on guide, you will learn to build a Java RAG chat application with LangChain4j to query your custom knowledge base.

May 22, 2025

by A N M Bazlur Rahman

CORE

· 5,730 Views · 7 Likes

GitHub Copilot's New AI Coding Agent Saves Developers Time – And Requires Their Oversight

GitHub has launched a powerful AI coding agent in Copilot that writes code, fixes bugs, and opens pull requests.

May 22, 2025

by Aminu Abdullahi

· 5,141 Views · 2 Likes

Intro to RAG: Foundations of Retrieval Augmented Generation, Part 2

Dive into different layers of retrieval-augmented generation, including vector RAG, graph RAG and agents, to explore how to create more powerful and effective AI systems.

May 22, 2025

by Jennifer Reif

CORE

· 2,509 Views · 3 Likes

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