ellonjohns

Alibaba Qwen Team Releases Mobile-Agent-v3 and GUI-Owl: Next-Generation Multi-Agent Framework for GUI Automation

Alibaba Qwen Team Releases Mobile-Agent-v3 and GUI-Owl: Next-Generation Multi-Agent Framework for GUI Automation

Image source: Marktechpost.com Introduction: The Rise of GUI Agents Modern computing is dominated by graphical user interfaces across devices—mobile, desktop, and web. Automating tasks in these environments has traditionally been limited to scripted macros or brittle, hand-engineered rules. Recent advances in vision-language models offer the tantalizing possibility of agents that can understand screens, reason about…

Read More
Lessons on building an AI data analyst

Lessons on building an AI data analyst

Malloy TL;DR Text-to-SQL is not enough. Answering real user questions requires going the extra mile like multi-step plans, external tools (coding) and external context. Context is the product. A semantic layer (we use Malloy ⎋) encodes business meaning and sharply reduces SQL complexity. Use a multi-agent, research-oriented system. Break problems down using context / domain…

Read More