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Beyond Utilization: Measuring Useful Work on Rented GPU Infrastructure
GPU utilization" measures busy, not productive — so tenants pay for stalled accelerators they can't see. This paper defines an MFU-based efficiency model, measured against paid GPU-hours, that Caladri …

Building out the Photonic Stack

27 Jan 2026 Lightmatter Nick Harris, Ph.D. Founder and CEO
The fundamental architecture of computers is changing.In a previous post, I wrote about how we’re approaching the final process node—howMoore’s Law has faltered just as the demand for compute has expl …
Blackbox AI Partners with Microsoft to Bring Enterprise-Grade Security to AI Deployment
Blackbox AI is partnering with Microsoft to help enterprises deploy and scale AI with the security, reliability, and infrastructure they expect from enterprise-grade technology. The partnership brings …
Bitdeer AI Introductory Deck
Headquartered in Singapore and recognized as a preferred NVIDIA Cloud Partner, Bitdeer AI has built a full-stack, vertically integrated AI cloud platform designed for next-generation, compute-intensiv …
Bitdeer AI Cloud GPU Capacity
Bitdeer AI delivers high performance GPU infrastructure and AI cloud solutions.
Bitdeer AI Model Studio
Bitdeer AI Model Studio offers serverless API access to leading open models on Bitdeer AI's own GPUs. It features competitive pricing, with discounts on various models, and is an official partner of N …
The next bottleneck in AI infrastructure isn't bandwidth, it's knowing why a link failed at 3am. ZeroFlap (ZF) Optics and PILOT give operators a way to actually see the optical layer instead of guessi …
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