INS and Cognitive impairment: In conclusion, our study provides evidence that intracerebroventricular administration of insulin effectively attenuates LPS‐induced cognitive deficits, neuronal degeneration, and ferroptosis by enhancing glucose uptake and promoting the pentose phosphate pathway (PPP) in glucose metabolism.