ai generated food images flawed

ai image generators, such as those using diffusion models, are struggling to produce realistic food images. according to experts, this is due to technical weaknesses in generating thin, continuous structures and finer details. for instance, diffusion models start with an image of pure noise and gradually remove noise to create the requested visual. however, this process can lead to errors, such as incorrect basic structures or vivid texture details being added on top of flawed structures. as a result, marketers and brands may face challenges in using ai-generated images for promotional purposes, potentially affecting their marketing and branding efforts. this issue may lead to a re-evaluation of the use of ai-generated images in advertising.