New mechanistic findings in HIV cure research show that educating natural killer (NK) cells can leave lasting functional imprints on the persistent HIV reservoir. The report reframes the reservoir as not only a viral persistence problem but also an immune-cell training and recognition challenge, where memory-like NK behavior may shape reservoir dynamics under antiretroviral therapy. The study advances strategies that pair reservoir targeting with immune reprogramming.