The Root Theorem states that context engineering is governed by maximizing signal-to-token ratio inside finite, lossy channels, which forces homeostatic architectures of accumulate-compress-rewrite-shed and external verification.
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The Root Theorem of Context Engineering
The Root Theorem states that context engineering is governed by maximizing signal-to-token ratio inside finite, lossy channels, which forces homeostatic architectures of accumulate-compress-rewrite-shed and external verification.