01
Target
A centroid is the mean embedding of reference data for an identity, style, domain, behavior pattern, or constraint.
Chris Royse / leapable.ai
Centroid Registry - methodology v0.1 - updated 2026-04-25
Fixed targets keep outputs bounded.
A centroid gives the checker a reference point in embedding space, so generated output can be compared to the target it is supposed to stay near.
02
Submission
Submit the domain, reference data description, embedder list, threshold idea, and intended use.
03
Check
G_tau is a cosine-threshold predicate that compares an output to the frozen target. It is not a scalar reward.
Registry rows
| Domain | Owner | Registered | Status | Citations |
|---|---|---|---|---|
| Synthetic-media impersonation | Teleox.ai | 2026-04-25 | methodology seed | 0 |
| Document provenance | Teleox.ai | 2026-04-25 | methodology seed | 0 |
| Financial risk language | Open contributor seat | 2026-04-25 | application queue | 0 |
Have one context problem?
Send the audience, data type, target task, proof bar, and sharing limits. The first pass should stay bounded.