MAI-UI GUI Agent: How Alibaba’s AI Finally Solves Real-World Mobile Automation
11 days ago 高效码农MAI-UI: The GUI Agent That Finally Understands Real-World Mobile Tasks What makes MAI-UI fundamentally different from previous GUI agents? It directly addresses the four critical gaps that have kept these systems from production deployment: the inability to ask clarifying questions, reliance on brittle UI-only actions, lack of a practical device-cloud architecture, and poor handling of dynamic environments. By solving these through a unified self-evolving data pipeline, online reinforcement learning framework, and native device-cloud collaboration, MAI-UI achieves a 76.7% success rate on real-world mobile tasks—nearly doubling the performance of previous end-to-end models. The vision of AI agents that can control our …
AutoGLM-Phone-9B: The AI That Can See Your Phone Screen and Operate It For You
1 months ago 高效码农Imagine telling your phone, “Open Xiaohongshu and find me some weekend travel ideas,” and watching as it silently unlocks, opens the app, taps the search bar, types the query, and scrolls through the results to show you the perfect guide. This scene, straight out of science fiction, is now a tangible reality thanks to the open-source project AutoGLM-Phone-9B. This article will demystify this intelligent agent framework that can “see” your phone screen and “act” on your behalf. We’ll provide a comprehensive, step-by-step guide from zero to deployment, showing you exactly how to bring this automated phone assistant to life. In …
GELab-Zero: A Practical Overview of a Fully Local GUI Agent for Mobile Automation
1 months ago 高效码农Core question of this article: What is GELab-Zero, what problems does it solve in real mobile environments, and why does its design matter for the future of GUI-based mobile agents? This article is a full English rewrite of the selected portions of the original Chinese content. It covers the Background, Capabilities, Application Examples, AndroidDaily Benchmark, and Open Benchmark Results. All content is strictly derived from the provided source file, translated and adapted for a global technical audience. No external facts are added. Table of Contents ☾ Introduction ☾ Why Mobile GUI Agents Matter ☾ What GELab-Zero Provides ☾ Application …
Mobile-Agent-v3 & GUI-Owl: Revolutionizing Mobile Automation with 95.7% Accuracy
4 months ago 高效码农From First Tap to Cross-App Flow: A Practical Guide to Mobile-Agent-v3 and GUI-Owl for Global Developers Author: A Mobile-Automation Engineer Who Still Gets Excited by Green CI Pipelines Last Updated: 21 Aug 2025 What You’ll Get from This Post A plain-language explanation of GUI-Owl and Mobile-Agent-v3—no PhD required Exact installation commands copied from the official repo (they really do work) Side-by-side performance numbers you can quote to your manager today A step-by-step mini-project you can finish during your next coffee break 1. In One Sentence—What Are These Things? Name One-Sentence Explanation Everyday Analogy GUI-Owl A 7 B–32 B multimodal vision-language …