AI Inference Memory: How HBF, CXL and CMX Cut Costs
Inference makes AI memory capacity and cost efficiency as important as speed. HBF, CXL memory pooling and NVIDIA’s CMX each add a tier below HBM to hold KV cache and context more cheaply.
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AI Token Price War: How DeepSeek Is Pressuring OpenAI and Anthropic
DeepSeek isn’t always the cheapest AI API: GPT-6 Luna and Claude Haiku 5.5 undercut its V4.1 Flash on token prices, but cache hits and a lean architecture cut its real costs.
