Understanding Subgroup Fairness in Machine Learning ML
Evaluating fairness in machine learning often involves examining how models perform across different subgroups defined by attributes such as race, gender, or socioeconomic…
Category: AI
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From Backend Automation to Frontend Collaboration: What’s New in AG-UI Latest Update for AI Agent-User Interaction
Introduction
AI agents are increasingly moving from pure backend automators to visible, collaborative elements within modern applications. However, making agents genuinely interactive—capable of both responding to users and…
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A Gentle Introduction to Multi-Head Attention and Grouped-Query Attention
This post is divided into three parts; they are: • Why Attention is Needed • The Attention Operation • Multi-Head Attention (MHA) • Grouped-Query Attention (GQA) and Multi-Query Attention (MQA) Traditional neural networks struggle with…
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MiniMax AI Releases MiniMax-M1: A 456B Parameter Hybrid Model for Long-Context and Reinforcement Learning RL Tasks
The Challenge of Long-Context Reasoning in AI Models
Large reasoning models are not only designed to understand language but are also structured to think through multi-step processes that require prolonged attention spans and…
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How Much Energy Does AI Use? The People Who Know Aren’t Saying
“People are often curious about how much energy a ChatGPT query uses,” Sam Altman, the CEO of OpenAI, wrote in an aside in a long blog post last week. The average query, Altman wrote, uses 0.34 watt-hours of energy: “About what an oven…
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10 Must-Know Python Libraries for MLOps in 2025
MLOps, or machine learning operations, is all about managing the end-to-end process of building, training, deploying, and maintaining machine learning models.
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OpenAI Releases an Open‑Sourced Version of a Customer Service Agent Demo with the Agents SDK
OpenAI has open-sourced a new multi-agent customer service demo on GitHub, showcasing how to build domain-specialized AI agents using its Agents SDK. This project—titled
openai-cs-agents-demo—models an airline customer service…Continue Reading
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ReVisual-R1: An Open-Source 7B Multimodal Large Language Model (MLLMs) that Achieves Long, Accurate and Thoughtful Reasoning
The Challenge of Multimodal Reasoning
Recent breakthroughs in text-based language models, such as DeepSeek-R1, have demonstrated that RL can aid in developing strong reasoning skills. Motivated by this, researchers have attempted…
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Enhancing Customer Support with AI Text-to-Speech Tools
Enhancing Customer Support with AI Text-to-Speech Tools
AI has revolutionized customer support, and one standout innovation is text-to-speech (TTS) technology. By converting text into natural, human-like speech, TTS tools enhance communication and…
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A New Tool for Practicing Conversations
AI Girlfriend Chatbots and Language Learning: A New Tool for Practicing Conversations
AI technologies have transformed how we interact with the digital world, and AI girlfriend chatbots are no exception. These bots, powered by natural language…
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