Signal Commons

Knowledge with a chain of custody.

A shared format for research records, consent, AI-model versions, sensor metadata, and reproducible experiment results.

AI concept art illustrating Signal Commons

AI CONCEPT VISUALISATION

01 / THE FIRST BUILD

Start with what
you can test.

Build signed experiment packets, access controls, a consent ledger, and independent-replication checklists.

02 / THE LONG HORIZON

The vision, with
clear boundaries.

A common data format makes evidence auditable. It does not turn a speculative claim into a validated result.

03 / SUGGESTED FORK PATHS

One idea.
Three new directions.

Research provenance explorer

Start with a bounded prototype, documented assumptions, and synthetic or openly licensed data.

Consent receipt manager

Start with a bounded prototype, documented assumptions, and synthetic or openly licensed data.

Replication packet builder

Start with a bounded prototype, documented assumptions, and synthetic or openly licensed data.

Build your own interpretation

Use these concept prompts to create a distinct app, document what you change, and link your inspiration. Downloading a brief does not transfer rights to third-party technology, brands, or data. The brief contains planning material, not a licensed vendor SDK.

Choose a development kit

04 / KEEP EXPLORING