TML Inkling, California Forever? TSMC Capex, Tokenomics, Roblox

The tech industry is currently navigating a shift from the "three-dollar Uber" era of AI to a focus on cost control and ROI. Thinking Machines' release of the "Inkling" model highlights the ongoing tension between open-source and closed-source development, with distillation practices fueling debates over national security and model provenance. Meanwhile, enterprises are increasingly scrutinizing AI token spend, as evidenced by Ramp’s new management tools, which help companies track and optimize usage amidst ballooning costs. Roblox is simultaneously expanding its creative ecosystem by integrating AI-driven game creation tools, aiming to democratize development for its 130 million daily active users. These trends reflect a broader maturation of the AI sector, where the focus has moved from pure capability to sustainable infrastructure, efficient resource allocation, and the practical integration of generative models into enterprise and consumer workflows.