Understanding AI Image Generation and the Need for Detection Advances in generative models have made it easy to create highly realistic images from text prompts or by altering existing photos. While these systems unlock creativity and productivity, they also introduce risks: misinformation, identity misuse, fraud, and challenges to intellectual property integrity. An ai-created picture can be indistinguishable to the naked eye from a genuine photograph, which is why reliable detection is essential for journalists, platforms, legal teams, and security professionals. The process of detecting synthetic content begins with recognizing the unique telltale signs that differentiates a generated image from one captured by a camera. These signs can be visual (unnatural…