Correct Now, Insufficient Later: Auditing Update Sufficiency in Context Compression
This paper audits whether compressed context retains enough information for future updates, a technical reliability concern for long-context AI systems.
This paper audits whether compressed context retains enough information for future updates, a technical reliability concern for long-context AI systems.
Auto-scored: A narrow technical audit of context compression that improves reliability but poses only minor framing-level risk.