NVIDIA
GPU Prices Slip, but This Does Not Yet Prove AI Compute Demand Has Peaked
GPU price cuts and secondhand A100 selloffs signal localized supply shifts, but do not yet confirm a broad decline in AI compute demand.
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A100
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Amazon SageMaker
SageMaker Opens Up GPU Partitioning as AWS Tackles Idle Compute
AWS added NVIDIA MIG support to SageMaker Inference, splitting one physical GPU into up to 7 isolated instances with flexible allocations.
Nvidia
$5000 Local AI Rigs: De-Clouding Compute Becomes New Investment Option
Reddit dev budgets $4500 for local AI hardware to replace cloud. As LLM calls normalize, ROI calculations shift local deployment from geek toy to viab
DeepSeek
RAG Migration From Self-Hosted to API Cuts Costs 97%
A Chinese SaaS firm cut monthly AI infra costs from ¥80,000 to under ¥2,000 by ditching 4x A100s for DeepSeek API.
Apr 134 min readopcnew Editorialjuejin.cn