Aeterna vs Black

Aeterna is a digital legacy platform that helps individuals preserve their life stories, voice, and memories as interactive digital archives that families can explore for...

A black-box evaluation of how AI-generated tests find functional bugs in live APIs.

About Aeterna

Aeterna is a digital legacy platform that helps individuals preserve their life stories, voice, and memories as interactive digital archives that families can explore for generations. Family members can ask natural-language questions, like "What was Grandpa's favorite holiday?", and receive answers drawn directly from the original recordings in the narrator's own voice. Receive a Weekly Prompt : Each week you get a thoughtful question like "What's your earliest childhood memory?" or "What advice would you give your 20-year-old self?".

About Black

A black-box evaluation of how AI-generated tests find functional bugs in live APIs. The harder question is whether those tests find bugs. Each system receives only a JSON schema and one valid sample payload, then must generate API test cases that expose failures in a live reference API. The evaluation uses APIEval-20 v1.0, a black-box benchmark contributed by KushoAI. Because KushoAI is also one of the evaluated systems, this report includes the methodology, workflow definitions, repeated-run setup, and robustness checks so readers can understand where the performance difference comes from.