AI RESEARCH
The Root Theorem of Context Engineering
arXiv CS.CL
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ArXi:2604.20874v1 Announce Type: cross Every system that maintains a large language model conversation beyond a single session faces two inescapable constraints: the context window is finite, and information quality degrades with accumulated volume.