Skip to main content
SectionGuidance

3. Repeatability / Reproducibility

Is this legally binding?

Guidance. Voluntary guidance. Best practice, not obligation, until a contract or a regulator cites it.

Consistent performance of required functions under stated conditions, with independent parties able to reproduce results given similar inputs. One of the 11 internationally accepted AI governance principles assessed by the voluntary AI Verify testing framework.

From the source

“The ability of a system to consistently perform its required functions under stated conditions for a specific period of time, and for an independent party to produce the same results given similar inputs”

What is AI Verify, 11 AI Governance Principles
aiverifyfoundation.sgShow it on the map

What this connects to

1 relations. Official relations are the ones the source documents state; anything marked GAGE analysis is our reading, not an agency's.

Cites1

Learn this properly

This page tells you what 3. Repeatability / Reproducibility is and whether it binds you. The AI Governance program teaches the whole discipline, with dedicated coverage of the Singapore governance stack and the MAS regime, and every topic is passed by explaining it back in your own words, graded against the source.

See the AI Governance program

Verified against the official source on 2026-08-17. GAGE is not affiliated with or endorsed by any agency named here, and nothing on this page is legal advice. How this is built and checked.

Useful to someone you work with?

GAGE briefings tell you which AI regulation deadlines are coming, what they actually require of you, and when a program opens.