Dazi AI Watch Special 07: From Million-Dollar Racks to Token Costs and Broadcom’s Test

AI demand is not collapsing. But the market has entered a much tougher phase: the audit phase.In this episode of Dazi AI Cycle Watch, we follow up on Episode 019 and examine the AI inventory cycle from a different angle. The key question is no longer whether AI infrastructure demand is strong. It is whether the entire supply chain can justify the expectations already priced in.Enterprise token budgets are starting to face pressure. Next-generation AI rack BOM costs are rising sharply. Memory LTAs are turning shortage into a financialized contract structure. Hidden DDR5 supply from China is beginning to test the assumption of permanent scarcity. High-end MLCCs, mSAP PCB processes, and CPO testing equipment are becoming the new second-order bottlenecks. And Broadcom’s earnings show the harshest lesson: even strong AI semiconductor growth and raised guidance may not be enough when expectations are already extremely high.The AI trade is not over. But the framework has changed.The next stage is not about who has the best AI story. It is about who can keep beating elevated expectations, protect margins, manage inventory risk, and convert demand into real cash flow.Prices are only the result. Variables define the stage.We don’t predict prices. We observe the cycle.