Knowledge hub / Testing and assurance

Testing and assurance

AI Verify: connect governance goals to evaluation work.

Explore tools, testing frameworks, and assurance examples that make claims easier to examine.

The system view A conceptual view to help connect the parts. It is an illustration, not a product architecture. Select the image to enlarge.

Where it fits

AI Verify Foundation publishes testing and assurance resources, including its testing framework, toolkit, Project Moonshot, and supporting learning material. These give readers practical entry points into evaluating AI behavior and documenting the process. Choose material that matches the type of system being assessed.

A tool is part of the assessment

A useful evaluation needs a clear question, relevant data, known limitations, and someone who can interpret the results. Installing a tool does not decide whether the selected tests fit the use case. Review what it measures, what it assumes, and which important questions remain outside its scope.

Read a report as evidence

Look for the tested system, configuration, test material, criteria, and execution date. Ask whether the result supports the decision at hand. A report can describe observed behavior under defined conditions without guaranteeing future performance or covering every relevant harm. Keep those limits in the educational explanation.

Try a small exercise

Choose a fictional document assistant and define a test for unsupported answers. Create answerable questions, missing-information questions, and conflicting-source questions. Compare human judgments with any automated scoring. The useful output is both a result and an explanation of how trustworthy the measurement is.

The whiteboard A visual recap of the questions, decisions, and evidence on this page. Select the image to enlarge.

Try this with a familiar use case

Choose a document assistant or an AI feature your team understands. Read one of the official resources below, write down a question it raises, and identify the local evidence needed to answer it. Keep your own interpretation separate from the source’s stated requirements.

Official resources

Independent educational guide. SyruSec is not affiliated with or endorsed by the organizations discussed. Full standards and materials remain subject to their publishers’ access and licensing terms.

Illustration