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Sustainable Technology · 2025

SUBSTANCE

A recommendation engine for what you want when you're aware

Archive · 2025. Project notes reflect the work at the time of documentation.

Year
2025
Track
Sustainable Technology
Status
Shipped / shown
SUBSTANCE — A recommendation engine for what you want when you're aware
The SUBSTANCE interface and its chain of trust, from the talk.

Cover: a frame from the talk recording, Human Augmentation Summit 2025, cropped and color-corrected.

Overview

Recommendation algorithms maximize engagement, which means rage bait, echo chambers and misinformation. SUBSTANCE bases its recommendations on what you want when you are aware, not on what you click when you aren't, filtering for quality through a chain of trust — people you trust, and the people they cite — with a chat-based way to learn from it.