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Why KV-Cache Memory Tricks — Not New Math — Drove This Week's Biggest Inference Wins

This digest covers LLM inference and serving developments from 2026-10-28 to 2026-11-04 . The pattern this week is hard to miss: almost every serious throughput or cost win came from rethinking how the KV cache and expert weights are managed in memory, not from new attention math. Speculative decod…

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  1. 2026-11-04 12:06 · DEV Community — Machine Learning
    Why KV-Cache Memory Tricks — Not New Math — Drove This Week's Biggest Inference Wins

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