AI knowledge and capability assessment

This assessment presents 26 independent AI capability questions. Most ask you to choose the strongest answer; a smaller number ask for a concise explanation of your reasoning.

It tests how well you understand and apply core AI concepts, including model behaviour, prompt engineering, context management, output reliability, and choosing between probabilistic AI and deterministic methods. It rewards reasoning based on how AI systems actually behave, not terminology or generic workplace judgement.

There is no pattern to the answers: sometimes the strongest approach is the simplest one, and sometimes it requires a more capable method. Where a question asks you to choose exactly two or three answers, that exact number is required.

Answer in your own words where requested; a concise explanation is sufficient, and length is not rewarded. Do not use external AI tools to write or improve your responses. Estimated completion time is 30–45 minutes.