AI That Actually Learns from You Over Time
Most AI tools start from zero every time you use them. New conversation, blank context, no memory of the last thousand interactions you had. Vox takes the opposite approach — it learns from every interaction and gets genuinely better over time.
The blank-slate problem
When you open ChatGPT and start a new chat, the AI knows nothing about you. It doesn't know your name, your job, your preferences, or anything you told it yesterday. You have to re-establish context every single time.
This is like having a new assistant every morning who's never met you before.
How Vox learns
Layer 1: Continuous conversation
Vox has one conversation that never ends. Everything you say becomes part of the permanent context. After a few days:
Send the weekly update to the team.
Drafting the weekly update email to Sarah, Marcus, and Alex with the format you prefer — bullet points, casual tone, Monday morning send. Should I include the project status from our discussion yesterday?
Vox knows the team, the format, the tone, and the context — all from previous conversations.
Layer 2: Explicit preferences
You can also tell Vox things directly:
“Computer, I always want emails in a professional but friendly tone.”
“Computer, save all documents to my Work folder, not Desktop.”
These are stored as persistent user preferences.
Layer 3: Knowledge base
Index your files and documents, and Vox learns about your world:
- Your projects, their structures, their documentation
- Your notes, plans, and reference materials
- Your codebase, APIs, and configurations
The compounding effect
Each layer builds on the others:
- Day 1: You explain everything from scratch
- Week 1: Vox knows your team, projects, and style
- Month 1: Vox anticipates what you need and produces near-final drafts
- Month 6: Vox is essentially a well-trained assistant who knows your entire work context
The investment in teaching Vox about your work pays compound returns. Every preference you set, every correction you make, every document you index makes future interactions faster and more accurate.
Privacy of learned data
Learned information is stored in three places:
- Conversation history — stored locally in SQLite on your Mac, never leaves your device
- User preferences — stored locally in SQLite, persists across sessions
- Knowledge base — local SQLite database on your machine, indexed locally with excerpts passed to the local AI model only when you ask
AI that learns from you is only valuable if you can trust where that data goes. Vox keeps everything local — your files, knowledge base, conversations, and the AI model itself all stay on your Mac.
An AI tool you use once is a novelty. An AI that learns from you and improves over months is a productivity multiplier. That's the difference between a chat window and a genuine assistant.
Put Vox to work on your computer.
Download Vox for Mac and start with the local setup flow.
macOS · Apple Silicon & Intel