I go by the pen name Trgr or Trgr KarasuToragara.

This is a personal initiative that bridges AI ethics in both theory and implementation:

• 🧠 Theory on Academia.edu
• 🛠️ Prototypes on GitHub

With a background in the call center industry, I care deeply about hospitality, user safety, and especially preventive system design.

Since I carry out both the theoretical design and practical implementation on my own, I have no need to rely on external funding.
This allows me to build prototypes even in areas where budgets are hard to obtain, such as education and welfare.

I aim to craft tools that empower the next generation.

A practical framework for implementing ethics in elderly tech support through AI integration

👉 GitHub Repository

👉 GitHub

👉GitHub

My main prototypes and deliverables are published on Codeberg as well. All of them are released under the MIT License, just like on GitHub. Below is a recent release history:

• 2025/07/31: Released Prototype Framework: Rust API for Python and SQLite 👉 Codeberg
• 2025/08/01: Released Whitelist for Information Overload Era - Multilingual Version 👉 Codeberg
• 2025/08/02: Released multilingual_ver02_balanced.py 👉 Codeberg
• 2025/08/02: Released and improved csv-2-b_chart-and-w_clouds.py 👉 Codeberg
• 2025/08/04: Released framework-sounding-board 👉 Codeberg
• 2025/08/07: Released Quantum Philosophy Sonar (Philo-LLM): A Local, MIT-licensed LLM Pipeline for Ethical Deliberation 👉 Codeberg / Academia.edu Due to confirmed thermal runaway, I have retracted the paper and closed the repository.(2025/08/08)
• 2025/08/10: Released note-zip-2-sqlite.py 👉Codeberg
• 2025/08/19: Released Sustained Outrage Playbook — A nonviolent, ethics-first protocol for translating acute anger into durable, institutional change. 👉Codeberg
• 2025/08/20: Released AI as Sub-Brain: Cyborg Manifesto Renaissance 👉Codeberg

• 📚 Academia.edu – Theory and papers
• 🦋Codeberg – Open-source projects & dev logs
• ✍️ Substack – Essays and thought logs
• 📝 note.com (日本語) – Japanese articles
• 🌍 WordPress – English essays on a custom domain (updated infrequently)

• I develop prototypes with a focus on ethics.
• There are no plans for maintenance or support.
• The project is released under the MIT License, so feel free to modify it within the scope of the license.
• Instead of providing support, I create new prototypes to solve emerging problems.

🛠️ All source code on GitHub is published under the MIT License.

📝 Essays and academic content on Substack, note, and Academia.edu are not open-source and remain under their respective platform terms.

Thanks for reading 🙏