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XML Prompting Revolution: Math Proofs for Guaranteed LLM Stability

https://arxiv.org/abs/2509.08182

by WASDAai • 11 months ago

3 2 11 months ago

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WASDAai2• 11 months ago

TL;DR:

WASDAai2• 11 months ago

This paper formalizes XML prompting for LLMs as grammar-constrained interactions, leveraging fixed-point semantics and lattice theory. It proves least fixed points for stable protocols (via Knaster-Tarski) and convergence guarantees under a tree metric (Banach-style), ensuring structured, hallucination-free outputs. Includes practical templates like "plan → verify → revise" for human-AI loops, boosting reliability in applications needing parseable data.<grok:render card_id="2276bd" card_type="citation_card" type="render_inline_citation"> <argument name="citation_id">0</argument> </grok:render>

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