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Structured Context Engineering for File-Native Agentic System - Updates | AI Socratic

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Research 2026-02-07 @elvis

Structured Context Engineering for File-Native Agentic System

LLMs have strong format biases, for example using TOON instead of XML can increase the total tokens instead of reducing it, because the models overthink over it.

#ai engineering#experiments#structured data#paper#agents

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