AI research by Polarity Lab
POLARITY ALGORITHM
Your whole life is the thread.
Ground before the reply.
Ground before the reply
Cosmos is a personal memory graph from Polarity Lab. You connect apps you already use. Any AI agent can read it through MCP before it replies.
When the work is life-shaped, spanning sessions and apps, agents need that ground. For one-off stateless tasks, any good agent is enough.
The loop
- 01
Briefing
What matters this session, pulled from your graph instead of re-derived from scratch.
- 02
Path
Where you are headed, read before advice lands.
- 03
Query
Search across your life, cross-domain and semantic.
- 04
Capture
Durable decisions survive the chat. The graph updates.
- 05
Recall
What is fading surfaces when review is due, on your curve.
Demo 02
What you wanted vs. what the week showed
Declared mornings, late-night attention
Cosmos measures the gap between your heading and your week, with sources you can open.
Cosmos web (heading, drift readout, week grid)
When it matters
Cosmos helps
- · Multi-session goals, drift, and scheduled review
- · Cross-app context (mail, calendar, agents, maps)
- · Declared path versus actual behavior
- · Shared chronicles with inspectable sources
Skip for now
- · One-off code snippets or translations
- · Stateless brainstorming
- · Tasks with no link to your trajectory
- · Ephemeral chat with no need to remember