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AI is not only about powerful models like ChatGPT. The hardware running those models also plays an important role. In June 2026, OpenAI introduced Jalapeño, its first custom AI inference chip, developed with Broadcom. On August 25, 2026, OpenAI shared its first measured performance results, showing that Jalapeño can deliver high AI performance while using power efficiently. So, what exactly is Jalapeño, why did OpenAI build its own chip, and does it mean OpenAI is trying to replace NVIDIA? Let's take a simple look. What Is OpenAI's Jalapeño AI Chip? Jalapeño is OpenAI's first custom AI chip designed specifically for AI inference . AI inference is the process of using a trained AI model to produce an answer or prediction from new input. For example, when you ask ChatGPT a question, the model processes your request and generates a response. The computing work involved in producing that response is called inference. A simple way to think about it is: Training = studying for a ...

A major AI story is making headlines today: NVIDIA has agreed to acquire Hugging Face for $12.9 billion, according to The Information, as reported by Reuters. At first, this may sound like just another big tech deal. But NVIDIA and Hugging Face play very different roles in the AI industry. NVIDIA provides the computing technology that powers many modern AI systems, while Hugging Face gives developers access to AI models, datasets, and tools. So why would NVIDIA want to acquire Hugging Face? And what could this deal mean for the AI industry? In this guide, we'll take a closer look at what Hugging Face is, why it has become important in AI, why NVIDIA may be interested in it, and what this reported deal could mean for the future of AI. → Reuters — NVIDIA and Hugging Face acquisition report What Is Hugging Face? Hugging Face is an AI platform where developers and researchers can find, share, and work with machine learning models and datasets. You can think of it as a large online h...

Introduction Siri has been part of Apple devices for years, helping people with everyday tasks such as sending messages, setting reminders, making calls, and finding information. Now, Apple is bringing Apple Intelligence to Siri, giving it new capabilities beyond traditional voice commands. The new Siri is designed to have more natural conversations, use personal context, work with information on the screen, and help users complete tasks across apps. So, what exactly is Siri AI, and how is it different from the Siri people have used for years? In this guide, we’ll look at what Siri AI is, how it differs from traditional Siri, what it can do, how Apple Intelligence and ChatGPT are connected to it, and what limitations users should know about. What Is Siri AI? Siri AI is Apple's more advanced Siri experience powered by Apple Intelligence. Traditional Siri mainly responds to specific voice commands. The new Siri is designed to handle more natural conversations and use more informatio...

  Introduction AI video generation is becoming more advanced, making it possible to create realistic videos from simple instructions and reference files. Wan 3.0 is a new-generation AI video generation model from Alibaba , designed to create longer videos and work with a wider range of input types. It supports text, images, videos, audio, and documents such as PDFs and PowerPoint files , giving users more ways to provide information and reference materials. Wan 3.0 can also generate videos of up to 30 seconds , while helping maintain visual details and consistency throughout a scene. But what exactly is Wan 3.0, how does it work, and what makes it different from other AI video generators? In this simple guide, we will look at what Wan 3.0 is, how it generates videos, what inputs it supports, its key features, real-world uses, and its limitations . If you are new to AI video generation, this guide will help you understand Wan 3.0 without getting into unnecessary technical details...

  If you have ever received an automatic email, seen a chatbot answer a question, or watched a task happen automatically without anyone doing it manually, you have already seen automation in action. Today, AI is making automation more useful. Instead of simply following fixed rules, some automated systems can use AI to analyze information, process text, make predictions, or create content. But what exactly is AI automation, and how does it work? In this guide, we will explain AI automation in simple terms , look at everyday examples, and explore how it is different from traditional automation and AI agents. You will also learn about its benefits, limitations, and what beginners should know before using it. What Is AI Automation? AI automation combines artificial intelligence with automated workflows to handle tasks with less manual work. Traditional automation usually follows fixed rules. For example, if a new email arrives, an automation can automatically move it to a specific fo...