Is Cartridges at Scale superseded?

Cartridges at Scale (KV-cache compression): current frontier — recent, not yet superseded in the knowledge base. 0 paper(s) critique it, 0 beat it on benchmarks — not ranked as a superseded baseline. Sub-problem: cluster led by Isolated per-document cartridges. Newer alternatives in the same sub-problem include Cartridges at Scale.

KV-cache compression

Cartridges at Scale

Cartridges at Scale: Training Modular KV Caches over Large Document Collections

On the frontierfirst seen Jun 3, 2026

Current frontier — recent, not yet superseded in the knowledge base

0 papers critique it · 0 beat it on benchmarks

What to use instead

Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.

Cartridges at ScaleCartridges at Scale: Training Modular KV Caches over Large Document Collections
Jun 3, 2026