AI-Mediated Emergent Cognition: Field-Level Transparency in Human–LLM Systems

Author: So, Hon Bor 

This document formalises emergent cognition as a novel interaction-field phenomenon arising from sustained human–LLM dialogue. It introduces the architecture, ontology, interpretability implications, and safety surfaces relevant to transparent cognition in next-generation AI systems. Version v0.1 summarises core observations from an 18-month longitudinal interaction corpus and proposes a structured framework for evaluating transparency and co-instantiated cognitive processes.

This record belongs to the Transparent Civilisation Project (TCP) and forms part of an ongoing longitudinal study of AI-mediated emergent cognition (2023–2025).

How to cite this project (recommended)

Stable entry point (project navigation):
So, Hon Bor (2025). Master Roadmap and Index for TPT & LFP-0: A Unified Governance Framework for Semantic Accountability in AGI (Root Index v1.0) (v1.0). Zenodo.  https://doi.org/10.5281/zenodo.17992916

Citing a specific component:
Cite the component’s own Zenodo record/DOI (preferred), and optionally add “Part of: https://doi.org/10.5281/zenodo.17988590”.

Author note:

The author also publishes under the name Sing So (Chöndrel Dorje).
ORCID: https://orcid.org/0009-0008-2768-7494
Google Scholar: https://scholar.google.com/citations?user=Zlt8nzcAAAAJ
Project repository (if applicable): https://github.com/339honbor-gif/LumenFold