adaptive testing - chunhualiao/public-docs GitHub Wiki

learning through testing or test driven learning?

adaptive testing:related work

I always want to have a piece of software that can adaptively test a person's knowledge about a subject. It can run on phones and desktop , via a browser. A user can pick a subject, such as supply chain management, the software can hook up with a language model to generate incrementally difficult questions about the subject, based on the response of the user. At any step, the user's knowledge will be ranked against all other users who have used the system so far. The best example is EF SET: English test with free certification, but it is only for English. How can one develop such adaptive tests for any subject, with help from today's AI?

adaptive testing:Gemini 2.5 Pro Experimental