THE METER
SECTION 03
ISSUE 001
Context Caching Gets a Marketplace
Projection: NVIDIA demonstrates movable KV state and cache-aware routing; Anthropic combines million-token context with active compaction. Providers could price reusable context objects by latency saved, privacy, and expiration. The market remains speculative until reused state delivers verified savings without crossing tenant boundaries or preserving obsolete context.
Why this idea is here
What the evidence establishes.
NVIDIA documents separately scalable prefill and decode pools, KV-state transfer, cache-aware routing, and distributed inference; Anthropic documents effort controls, long-running dynamic workflows, parallel subagents, computer use, and tool efficiency for Claude Opus 4.8. These are source-backed premises for this projection; they do not by themselves prove broad adoption or the eventual outcome.
Source ledger
Read the sources.
- S01NVIDIA Dynamo: Disaggregated Serving
official technical documentation / published 2026-07-09 / retrieved 2026-07-09
- S02Introducing Claude Opus 4.8
official model release / published 2026-05-28 / retrieved 2026-07-10