Even on a 'slow news' day, the AI world sees meaningful updates—this week brings advanced fine-tuning workflows, new vision-language models, hardware industry drama, and both humorous and serious debates around AI’s real-world impact. James Turner brings direct insights from developer and community discussions, uncovering the practical and cultural shifts shaping the latest AI tech.