Shai Ben-David, Farnam Mansouri, and Anay Mehrotra study 'proper' positive-only PAC learning, where a learner sees only positive samples and must return a hypothesis from the concept class itself. They report surprising separations in learnability versus the standard PAC setting. The work is foundational learning theory with limited near-term implementation impact for most practitioners.