Sole Developer Ongoing Research

aiOS (Privacy-First)

Privacy-First Computer Use Agent for On-Device Automation

Demo Video Placeholder

The Challenge

Existing CUAs rely on cloud models, creating massive privacy risks and latency issues. Vision-only approaches are slow and error-prone.

The Solution

aiOS hybridizes Accessibility Tree (AX) parsing with localized VLM verification. It runs small, specialized models (Function Gemma, Qwen) locally on Apple Silicon via MLX.

System Architecture

Architecture Diagram: placeholder_aios_arch.png

Tech Stack

Python

Apple MLX

Neo4j (GraphRAG)

Qwen 2.5

Function Gemma

Key Features

100x Faster than Vision-only agents via AX Tree
Zero data egress (Local Inference)
Self-correcting workflow using GraphRAG memory