Modern AI upscaling tools (like Topaz Gigapixel AI, Adobe Photoshop’s “Super Resolution,” or other deep learning models) can do an impressive job at predicting what the missing details should look like. These tools analyze textures, edges, and patterns, then generate new pixels intelligently. The result is often very sharp and clean — it feels like there’s no quality loss.