Note from the editor

Effect AI is a decentralized platform that brings real-world utility to AI by connecting it with human intelligence. Founded in 2017, the project has been focused from the start on building scalable systems that let people contribute directly to the training and improvement of AI models. Through a permissionless protocol, anyone can supply or complete tasks like data labeling, content review, or prompt engineering. These tasks help large language models and AI agents perform more accurately in real-world conditions.At its core, Effect AI is a permissionless protocol designed to supply, assign, and execute human-driven AI tasks. The goal is to supercharge AI agents and LLMs, helping them reach the next level of performance and accuracy. It creates an open ecosystem where people can earn rewards by contributing their time and insight, and developers can access high-quality human feedback to refine their models.Anyone with a browser can run a worker node and take part in task execution without needing approval or centralized oversight. By shifting control to individuals and distributing the workload, the platform makes AI more accurate and useful while creating real earning opportunities for people around the world.