What factors must be considered to avoid copyright infringement when using AI-generated images commercially?

Several factors must be considered to avoid copyright infringement when using AI-generated images commercially. The most critical factor is ensuring that the AI model used to generate the images was trained on datasets that do not infringe on existing copyrights. If the model was trained on copyrighted material without permission, any images generated by the model could be considered derivative works and infringe on the original copyright. Carefully review the licensing terms of the AI model and any training datasets used. Avoid using prompts that directly copy or closely resemble existing copyrighted works, such as specific characters, logos, or artistic styles. Instead, aim to create original and transformative images that are not substantially similar to existing copyrighted works. If you use AI to generate images that incorporate existing copyrighted material, such as transforming a photograph into a painting, obtain permission from the copyright holder of the original photograph. Keep detailed records of the prompts, model parameters, and training data used to generate each image. This documentation can be helpful in defending against potential copyright claims. Consult with a legal professional specializing in copyright law to ensure that your use of AI-generated images complies with all applicable laws and regulations. The legal landscape surrounding AI-generated content is still evolving, so it's crucial to stay informed about the latest developments and seek legal advice when necessary. Even if an AI model asserts that its output is royalty-free, that guarantee is only as good as the model's training data and development process.