1.0.1
Wording revised.
A research & prototype project
Anyone's
Intelligence
From language to understanding.
I am learning about artificial intelligence and exploring simulated cognition in language models. Drawing on philosophy of language, linguistics, and Lacanian psychoanalysis, I use my proposed cognitive chain as a reference for quantification and model prototypes.
The long-term aims are reliable understanding, less hallucination and opacity, deeper understanding of art, culture, and politics, and innovative problem-solving. Consciousness remains an open research question.
Research documentNovember 7, 2026
Research Foundations &
Cognitive Model Hypothesis v1.0.1
The project's starting point, personal account, physicalist position, and proposed relationships between experience, memory, language, and state. Illustrated in a complete English and Chinese study.
Read the full study
Early research
No model implementation or experimental results are reported yet. Development is planned to be offline, with restrictions on network access and local agent capabilities; isolation controls still require implementation and verification.
Project history
Research journal
Dated records of page changes, file additions and uploads, and feature updates.
2 days · 7 updates
7 updates
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Page updates -
Page updates Research Foundations & Cognitive Model Hypothesis v1.0.0
Adds the complete research document and diagrams in English and Chinese, presenting the project's philosophical starting point, cognitive-chain hypothesis, and direction for model simulation. The homepage retains the dated research journal and provides both language editions.
- Addedsite/research/index.html
- Addedsite/research/zh.html
- UpdatedREADME.md
- AddedREADME.zh-CN.md
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Features Added a daily research journal to the homepage
Groups project updates by date, with filters for page changes, file updates, and features, plus links to related files and historical commits.
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File updates Clarified the implementation status of safety requirements
Clarifies that no model prototype has been implemented and distinguishes development safety requirements from verified isolation measures.
- Updateddocs/SAFETY.md
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Page updates Launched a dedicated project website
Published the GitHub Pages homepage and condensed the website and README into a visitor-facing project introduction.
- Addedsite/index.html
- Addedsite/styles.css
- UpdatedREADME.md
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Page updates Created the GitHub repository introduction
Added the project scope, an English abstract, and contact information to present the initial research direction.
- UpdatedREADME.md
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File updates Created the research plan and safety documentation
Recorded research aims, testable hypotheses, the prototype plan, and development safety boundaries as the starting point for the project.
- Addeddocs/RESEARCH_PLAN.md
- Addeddocs/SAFETY.md
- AddedAGENTS.md