Trust and transparency

Testing Methodology

Learn how prompt examples record models, test inputs, output excerpts, failures, improvements, reviewer criteria, retests, and limitations.

Current test disclosure

Editorial content is tested by wonhee lee using ChatGPT. The current recorded test date is July 19, 2026. Each page displays the product and last test date in its editorial byline.

What testing means

Testing means that the operator used the page's examples or workflow with non-sensitive sample values and reviewed whether the response was usable, followed the requested structure, preserved supplied facts, and respected the task-specific limitations described on the page.

Internal record

The internal publication check stores a dated operator attestation, the tested product, and the review status. Full prompts, private chat histories, and complete AI outputs are not required for publication and are not retained as evidence files.

Limits

A test result is a dated observation, not a promise that every model, account, product mode, or future version will produce the same output. Users must review any AI response for their own context.

Retesting

Pages should be retested after material changes to the prompt, factual claims, official product documentation, product interface, or relevant policy. The visible test date should be updated after that retest.