Interestingly, the college board might be the best entity to do this.

Colleges are apparently no longer using standardized tests so why not put that towards the AI?

It's really exactly what we need. Novel questions with minimal re-use created and curated by an independent team of experts designed to assess general intelligence across multiple dimensions.