The $1 trillion question facing Nvidia and Jensen Huang: Who lied to whom? - CNN

Trust erosion is the fatal flaw in hard-tech valuation. Nvidia faces a rupture between technical narrative and commercial delivery, undermining its credit as the core AI infrastructure provider. Technically, if compute promises are questioned, downstream LLM training efficiency will be re-evaluated, forcing cloud providers to accelerate heterogeneous computing to hedge risk. Compliance-wise, this uncertainty raises supply chain audit costs, pushing firms toward multi-source verification and weakening Nvidia's pricing power. Strategically, AMD and Intel will exploit this by marketing 'trusted alternatives,' capturing conservative clients through rigorous software stack compatibility tests. Over the next 24 months, the industry will enter a 'de-mythologization' phase where capital demands verifiable delivery over visionary promises. Nvidia must shift from marketing-driven to engineering-transparent operations, or face structural valuation discounts. The broader AI compute market will slow as rising trust costs deter aggressive expansion.