AI research by Polarity Lab

The loop

Five steps agents run when Cosmos is connected. Not model weights. Operational memory.

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.

Session habit

Start with briefing. Read path before advice. Query when you need cross-life context. Capture before the chat ends. Check recall due when teaching or reviewing.

Cosmos tracks what is fading. Your agents and Anki run the reps.