Insights / LLM Enhancements
Research on making models do more with the same hardware.
A new article every day, researched from current papers, releases and industry reporting, then fact-checked against its sources.
Sep 30, 2026 10 min read
KV-Cache Optimisation Is Becoming a Memory-Systems Discipline
Recent research targets how KV caches are compressed, retrieved and staged across memory tiers. For inference teams, the opportunity depends on matching each technique to the actual serving bottleneck.
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