01
Purpose
A team should be able to say how signal was derived, which frozen embedders were used, and what an output passed.
Chris Royse / leapable.ai
The Constellation Standard - v0.1 - 2026-04-25 - SHA-256: 2d184362d0bfecc1a408ebaeef999a4a77201481e9f9847ffe4862a6c8593c13
The Standard changelog.
Every version of the Constellation Standard is dated, hash-anchored, and permanently accessible.
02
Receipts
The Teleox meaning layer sits above C2PA / Content Credentials. C2PA covers content authenticity; Teleox adds model, data process, frozen-embedder panel, and receipt.
03
Boundaries
The Standard keeps the strong claims next to their limits: the 91-signal ceiling, the Shumailov scope argument, and G_tau as a cosine-threshold predicate.
The Standard is a way to keep the connection testable.
Watch on YouTube· 21:21
Context engineering as start, end, memory, and verification
This presentation is the closest channel-level explanation of the operating model: define the desired output, define the current state, use memory to strengthen the path, then verify the connection. The Standard turns that posture into public receipts.
Watch videoOpen the full video on YouTube- v0.12026-04-25
Initial public Standard surface
Published the static Standard page, the Frontier Evidence Map v0 dataset, Sign and Verify surfaces, the centroid registry seed, and the citation index seed.
- v0.12026-04-25
C2PA layering language added
Added the two-layer provenance paragraph that positions C2PA as content authenticity and Constellation as training and alignment provenance.
- v0.12026-04-25
Issuer-pays disclosure published
Published the governance disclosure for cooperated evidence rows, review-seat intake, and separation between Teleox.ai and leapable.ai operations.
Have one context problem?
Send the audience, data type, target task, proof bar, and sharing limits. The first pass should stay bounded.