In a digital landscape crowded with rapidly generated text, images, and multimedia, the ability to distinguish human-created content from machine-generated output has become essential. Emerging tools and methodologies for identifying synthetic content empower platforms, brands, and regulators to preserve authenticity, reduce manipulation, and enforce policy at scale. This article examines the technology behind detection,…