Why Project Feedback Matters More Than Another Video

Short videos can introduce an idea, but they cannot show whether a student can use it. A project makes understanding visible: the student must choose an approach, finish the work, and explain the result.

Useful feedback is specific. Instead of only saying good job or giving a number, a mentor can point out where the prompt was clear, which fact still needs a source, and what should change in the next version.

Revision is part of the learning process. Students see that a first draft does not need to be perfect, and parents can see the progress between submission, feedback, revision, and approval.

That cycle builds a skill beyond one course. Students learn to listen, make a focused improvement, and take ownership of work that may have started with AI assistance.