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Memory Capacity Binds Before FLOPs Do: AgentX and the Agentic Inference Bottleneck

This story is from 2026-08-25. It is preserved in the archive; the latest stories are on the live feed.

Memory Capacity Binds Before FLOPs Do In agentic inference, memory capacity binds before FLOPs do. That is the first finding from AgentX, the open-source benchmark SemiAnalysis built for replaying real agentic coding traffic at one million context. The numbers on DeepSeek V4 make the point. The HBM…

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  1. 2026-08-25 20:09 · DEV Community — Machine Learning
    Memory Capacity Binds Before FLOPs Do: AgentX and the Agentic Inference Bottleneck

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