Midjourney released a new scanner tool to convert images into editable prompts. Meanwhile, AWS and Nvidia continue their rivalry over AI chip dominance and cloud infrastructure. New research into agent loop architectures focuses on reducing errors in autonomous workflows. These updates provide practitioners with tighter control over image generation and agent reliability.