Hana Trieu

Hana Trieu

Living, breathing, and exploring Web3 🔥

Decentralized GPU Networks for Rendering

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“3D artists don’t lack creativity. They lack transparent, affordable, scalable compute infrastructure.” That’s why a new generation of infrastructure is emerging. One that doesn’t rely on centralized farms or opaque cloud providers. The decentralized GPU network for rendering is redefining…

What Is a Decentralized GPU Network? 

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“Decentralized GPU networks are transforming global compute by turning idle GPUs (graphics cards) into an open, on-chain infrastructure.“ 1. Why GPUs Matter (and Why We’re Running Out) Let’s start with the basics:A GPU (Graphics Processing Unit) is a type of…

Rendering, the Web3 Way: Inside Pictor’s Pipeline

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“Pictor Network: Built on blockchain – Powered by decentralized storage – Owned by creators.” 1. Let’s Talk About the Reality of Rendering Pipelines If you’ve worked with 3D pipelines, you already know that rendering isn’t just about “sending something to…

How to Upscale Images with AI on Pictor Network

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Introduction When you’re working on animations, CGI, or AI-generated content, it’s common to render in lower resolutions first — just to test the scene, preview motion, or save on time and GPU costs. But once it’s time to deliver? That…