The rapid evolution of artificial intelligence has sparked a crucial question: can we reliably differentiate human-generated content from that produced by machines? AI detectors are emerging as the front line in this battle, promising to expose the true authorship behind text, code, and even digital art. However, the efficacy of these tools remains