In summary, our findings demonstrate that prolonged HFD consumption exacerbates tau phosphorylation and NLRP3 inflammasome activation in the brain, leading to cognitive decline in 3xTg‐AD mice. Here, NLRP3 is linked to Alzheimer disease.