Steve Hou - Data Over Narrative

The AI infrastructure build-out is increasingly a capital-intensive challenge, requiring new methods to assess the residual value and depreciation of GPUs. Silicon Data addresses this by tracking global GPU rental prices to provide transparent, data-driven benchmarks for market participants. Unlike traditional straight-line depreciation models, current rental income data suggests that older chips, such as the six-year-old Ampere, maintain significant economic utility due to sustained inference demand. This shift toward an inference-heavy era, coupled with constraints in power infrastructure and land availability, creates a complex market dynamic. By partnering with the CME to launch futures contracts based on these rental price indices, the industry aims to improve capital efficiency, allowing enterprises to hedge compute costs and better manage the financial risks associated with the rapid expansion of AI data centers.