In this talk, the status of the long-standing $|V_{cb}|$ and $|V_{ub}|$ puzzle is briefly reviewed. A personal selection of recent new results are discussed, focusing on the theoretical challenges arising when aiming at the cleanest and most precise determinations of these CKM elements.