The post highlights skepticism regarding companies buying GPUs on-spec without customer contracts or co-location deals, suggesting this strategy is risky when competing with large cloud providers. Investors should be cautious of AI infrastructure companies lacking established customer agreements or clear competitive advantages. The author, Duncan, focuses on GLXY and AI Robotics as key opportunities, implying these concerns might relate to other AI-related investments.