AMD, AI and GPU
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Nvidia has a small portfolio of investments.
Nvidia is reportedly targeting Arm-based PC processors, betting the next wave of AI PCs needs tighter CPU-GPU-NPU integration than x86 alone.
Akash Systems this week announced it has delivered the world's first diamond-cooled GPUs to NxtGen AI, an Indian cloud provider. NxtGen has received Nvidia H200 GPU servers equipped with Akash's proprietary diamond cooling technology.
Taalas HC1 with Llama 3.1 8B AI model can deliver near-instantaneous responses, even for detailed queries like a month-by-month WWII history in just 0.138 seconds.
AI token processing has soared recently on OpenRouter, while Nvidia GPU rental prices have jumped.
Below are the top five decentralized GPU platforms that AI developers should not ignore in 2026. Akash is a reverse auction marketplace where GPU providers compete for developer workloads, which in turn reduces costs. This model ensures that costs remain far below those of hyperscalers.
XDA Developers on MSN
A budget GPU can handle Plex transcoding and local AI at the same time
A remarkably efficient way to handle two very different workloads