ANTRLRequest a briefing

Conformance: three levels, each a strict superset

Conformance is self-declared and claim-specific. Each level includes everything in the one below.

Reviewed 3 November 2026

The levels

ATS-1 conformance levels
LevelClassRequirements
1 · Conformant dataData producerPlane methods; IEEE 1752.1 mapping; sampling schema; provenance; consent records
2 · Conformant modelAnalysis implementationLevel 1, plus index outputs that match ANTRL's published test vectors; code with a persistent identifier; uncertainty for every index
3 · Endpoint-checkedStudy reportLevel 2, plus an endpoint registered publicly before analysis and a report against it; closed or open protocol declared

Closed and open protocols

A closed protocol uses ATS-1 defaults without change, and its results are comparable across studies. An open protocol allows disclosed variations, and its results are not compared with closed ones. The pattern follows the MLCommons submission rules.

The claim template

[Product] conforms to ATS-1 version [x.y.z] ([date], [URI]) at Level [n] as a [class], under the [closed | open] protocol. Implementation conformance statement: [URI]. Claim date: [date].

A claim must be withdrawn if the implementation stops meeting its level, and must name the exact version.

Why not "validated"

"Validated" must not be used. Level 3 is called "Endpoint-checked" because substantiation is specific to each claim.

Status of the test vectors

Level 2 depends on ANTRL's published test vectors and the Triplane Engine, which is in development. Until they are published, Level 2 cannot be claimed. A Triplane Readiness Assessment reviews Level 1 and prepares for Level 2.

Questions

Who checks a conformance claim?

Conformance is self-declared. A Triplane Readiness Assessment is an independent gap review, not a certification.

Keep reading

Take the next step.

The three ATS-1 conformance levels (data, model, endpoint-checked), the claim template, closed and open protocols, and why "validated" is banned.