Tag: Dynamic Context Compaction Score

Sep 21
Dynamic Context Compaction Score: Evaluating Semantic History Summarization Without Information Loss

In long-horizon autonomous workflows, an artificial intelligence agent inevitably outgrows its immediate context window. Whether tasked with continuous repository refactoring, multi-day security incident triage, or enterprise customer operations, an agent generates an ever-expanding trajectory of raw shell executions, compiler logs, intermediate reasoning chains, and API payloads. As context saturation approaches physical hardware limits or triggers […]