Breaking into product used to mean learning frameworks, roadmaps, and stakeholder management. In the AI era, that playbook is outdated. New PMs win by shipping, not studying. Build small AI products, run real experiments, and show you can create learning loops — not just slides. Your edge isn’t “PM knowledge.” It’s proof you can turn ambiguity into working systems. In 2026, portfolios beat resumes.