What question did this study set out to answer?

This paper aims to establish a formalized method for defining user-prompt flow in language models.

June 20, 2026Open Access

Mercury Pathways: Drawing a User Prompt Through an Opened Language Model

Key Points

This paper aims to establish a formalized method for defining user-prompt flow in language models.
Formalization of user-prompt flow as an addressable path.
Utilization of Qwen 2.5 3B atlas to assess various pathway characteristics.
Conducting ablation-oriented falsification tests to validate findings.
Defined user-prompt pathways exhibit stability under various conditions.
Layer continuity is confirmed in the user-prompt flow.
Active site sets contribute significantly to user interaction outcomes.

Abstract

A Mercury methods paper formalizing user-prompt flow as an addressable path through an opened Qwen 2.5 3B atlas, with active site sets, signed chain scores, pathway stability, layer continuity, and ablation-oriented falsification tests. Copyright (c) 2026 Chen, Ho Yiing (norika). Licensed under Creative Commons Attribution 4.0 International (CC BY 4.0).

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Cite This Study

Ho Yiing Chen (Thu,) studied this question.

synapsesocial.com/papers/6a3632a0db0793dc1a5393d8 https://doi.org/https://doi.org/10.5281/zenodo.20740079

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