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May 20, 20260 citationsOpen Access

ZGO: A Decoder-Free Typed Route Interface for Symbolic Reasoning

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JKJuchan Kwon

Key Points

  • This research aims to develop a decoder-free interface, ZGO, for effective symbolic reasoning.
  • Evaluated ZGO on a controlled symbolic benchmark for accuracy and latency.
  • Utilized metrics including robustness, route-memory, and diagnostic analyses.
  • ZGO achieved high accuracy in predicting typed route objects.
  • Latencies measured demonstrated a significant improvement over traditional methods.
  • Robustness and route memory were validated, indicating strong performance.

Abstract

This record contains the preprint PDF for "ZGO: A Decoder-Free Typed Route Interface for Symbolic Reasoning." The paper proposes ZGO, a decoder-free typed route interface for symbolic reasoning. Instead of generating free-form text answers, ZGO predicts compact typed route objects, validates them through a TypeCheck boundary, and executes them with a deterministic symbolic executor. The study evaluates this interface on a controlled symbolic benchmark and reports accuracy, robustness, latency, route-memory, repeated-route, and diagnostic analyses. Author: KWON JUCHANAffiliation: Independent ResearcherContact: bnm4564085@gmail.com

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Cite This Study

Juchan Kwon (2026) studied this question.

synapsesocial.com/papers/6a0d5100f03e14405aa9d368https://doi.org/10.5281/zenodo.20275204
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