Market commentary and strategic guidance for Finance, Aftermarket operators and IT resellers.
By GPU Resource Editorial Staff The Premium Is Not Imaginary — But It Is Temporary GPU scarcity premiums are real. During peak demand cycles for Hopper (H100/H200) and Ampere (A100) silicon, verified spot rates climbed 30–60% above list for immediate-delivery inventory. That is not noise — that is the market clearing against constrained supply and…
By GPU Resource Editorial Staff The Default Assumption Is Wrong Most finance teams classify data sanitization as a disposal cost — a line item to be minimized alongside shredding fees and logistics. That framing is operationally convenient and financially destructive. Provable, standard-aligned sanitization is the precondition for recovered capital, not an obstacle to it. The…
By GPU Resource Editorial Staff Certifying that a GPU’s data is gone is not the same as certifying that it still works — and the secondary market is now sophisticated enough to demand both certificates. GPU Resource, in partnership with Cirkadis | June 2026 | Part 4 Research conducted by GPU Resource in partnership with…
Certifying that a GPU’s data is gone is not the same as certifying that it still works — and the secondary market is now sophisticated enough to demand both certificates. GPU Resource, in partnership with Cirkadis | June 2026 | Part 4 Research conducted by GPU Resource in partnership with Cirkadis, a leading aftermarket processor…
By GPU Resource Editorial Staff A follow-up to “Enterprise AI GPU Data Security at End-of-Life — Part 1: Hardware Architecture and Per-Layer Sanitization” — the same architectural constraints apply to H200, GH200, and the Blackwell generation, with rising value-at-risk per unit. GPU Resource, in partnership with Cirkadis | June 2026 | Part 3 Research conducted…
A follow-up to “Enterprise AI GPU Data Security at End-of-Life — Part 1: Hardware Architecture and Per-Layer Sanitization” — the same architectural constraints apply to H200, GH200, and the Blackwell generation, with rising value-at-risk per unit. GPU Resource, in partnership with Cirkadis | June 2026 | Part 3 Research conducted by GPU Resource in partnership…
GPU data security at end-of-life is more complex than the industry acknowledges — and the gap between shredding and certified remarketing is where billions in value disappear GPU Resource, in partnership with Cirkadis | June 2026 | Part 2 When a hyperscaler or financial institution retires a cluster of NVIDIA H100s, the hardware doesn’t always…
GPU data security at end-of-life is more complex than the industry acknowledges — and the gap between shredding and certified remarketing is where billions in value disappear
The primary constraint in the global AI hardware supercycle has undergone a fundamental shift. While 2024 and 2025 were defined by "GPU scarcity": a period where lead times for NVIDIA H100 and H200 silicon dictated project timelines: the market has now entered the era of "Infrastructure Scarcity." Capital is no longer the bottleneck; the availability…
By Pete Paisley The most consequential hands-on AI engineering work of the modern era was done by a PhD student who hadn’t yet finished his doctorate, in his parents’ bedroom in the Toronto area, on two NVIDIA GTX 580s. Here, three fundamental elements of modern AI converged for the first time, and AlexNet created the…