{"type": "article", "title": "Winners and losers in the coming AI margin collapse", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/winners-and-losers-in-the-coming-ai-margin-collapse", "original_source": "https://martinalderson.com/posts/the-upcoming-ai-margin-collapse-part-2-winners-and-losers/", "published": "2026-07-16T12:11:38+00:00", "accessed": "2026-07-16", "id": "winners-and-losers-in-the-coming-ai-margin-collapse"}