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

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: [email protected]

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-19
DOI
https://doi.org/10.5281/zenodo.20275204
Primary Topic
Topic Modeling
Type
preprint
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preprint

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

Juchan Kwon
Zenodo (CERN European Organization for Nuclear Research)
Topic Modeling
preprint

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

Juchan Kwon
preprint en

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: [email protected]

Zenodo (CERN European Organization for Nuclear Research)
Topic Modeling
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ZGO: A Decoder-Free Typed Route Interface for Symbolic Reasoning — Juchan Kwon · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS