📡 AINEWS RADAR 2026-10-11 18:01 UTC

llm-caching

band: coolmomentum: stable score: 0.001

temperature history

Episodes (2)

Independent deployments will determine whether Coalent reliably invalidates cached LLM answers when their source documents change while preserving unaffected cache entries and reducing recomputation costs.

expiredconvergesscott: low

Reproduction and maintainer review will determine whether LMCache’s hybrid GDN restore path can report cache hits while returning invalid zero-valued data and whether the proposed fix fully restores correctness.

expiredconvergesscott: low

Trajectory notes

2026-08-27T16:31:10Z: lmcache-hybrid-restore-corruption closed (faded) — If reproduced, the mismatch between a 98% cache-hit metric and zero-valued outputs would converge with Scott’s position that operational metrics cannot substitute for deterministic output validation and regression gates. It is