Here they show that PD-L1 antibody armed with interferon-α (IFNα) improves tumor targeting and antigen presentation while countering innate or T-cell-drive PD-L1 upregulation, and overcomes resistance to checkpoint blockade therapy. Here, CD274 is linked to neoplasm.