"AI Mad Cow Disease" refers to a kind of model inbreeding. It happens when AI stops learning from authentic experiences and instead repeatedly replicates the synthetic data of the previous generation. It is like the parable of the blind men and the elephant: the first generation touches a leg and believes it to be the elephant; the next generation then hallucinates an entire body based solely on that single leg.