Midjourney released a new scanner tool allowing users to upload images for precise structural reference. Meanwhile, AWS and Nvidia continue their infrastructure rivalry to dominate AI compute. Developers are now shifting toward loop-based agent architectures to reduce hallucinations. These updates prioritize practical control over raw generative power for professional creators and engineers.