🏛️ AITL-Strategy-Proposal
National Strategy Proposal × Integrated Educational Package based on AITL
AITL (AI × Control × Physical Systems) as a framework for education and national-level deployment
⚠️ Note
The AITL-Strategy-Proposal repository is currently at the conceptual / PoC stage.
- The contents are ideas for education, research, and policy proposals, not finalized for operational use.
- Technical stability and response design are based on control theory foundations (e.g., Edusemi, EduController).
- The proposals are subject to change as further testing and validation progress.
📄 Read the Proposal (MD)
⬇️ Download PDF
🔗 Official Links
| Language | GitHub Pages 🌐 | GitHub 💻 |
|---|---|---|
| 🇺🇸 English |  |
 |
| 🇯🇵 Japanese |  |
 |
🧭 Overview
This repository presents a national-level architecture proposal based on AITL (AI-Integrated Transition & Loop),
together with a validated integrated package centered on Edusemi, extended with control (AITL-H) and intelligent integration for deployable PoC models.
🧠 What is AITL?
- Logic Layer — AI inference, anomaly detection, hypothesis generation
- Control Layer — Explainable control with PID / FSM integration
- Physical Layer — Sensors, actuators, real-world constraints
🎯 Goal: Real-time or quasi-real-time design, fault-time redesign, and physical constraint-aware SoC integration.
📂 Repository Contents
-
Proposal Document (Markdown):
-
Proposal Document (PDF):
💡 Examples of PoC and SystemDK collaboration will be added in future updates.
🔗 Linked Projects
| Project | Links | Description |
|---|---|---|
| 🎓 Edusemi-v4x (Basic Materials) |   |
Semiconductor design & process education (Python, sky130, OpenLane) |
| 📘 Edusemi-Plus (Applied Materials) | |
Applied semiconductor, geopolitics & strategy materials  |
| ⚙️ EduController (Control Materials) | |
Control theory & AI control materials (PID, LLM hybrid) |
| 🤖 AITL-H (FSM×PID×LLM Integration) | |
Three-layer control framework (FSM×PID×LLM) |
| 🧠 SamizoGPT (Prompt & GUI Support) | |
Prompt design & GUI support toolkit |
✍️ How to Use
- Read the proposal → Draft v4.0 (MD/PDF)
- Design PoC → Implement with AITL-H / EduController templates
- Field verification → Evaluate using PoC implementation models
- Collaboration → Promote through regional cooperation with colleges, universities, and companies
👤 Author Information
| 📌 Item | Details |
|---|---|
| Name | Shinichi Samizo (三溝 真一) |
| Education | M.S. in Electrical and Electronic Engineering, Shinshu University |
| Career | Former Engineer at Seiko Epson Corporation (since 1997) |
| Expertise | Semiconductor devices (logic, memory, high-voltage mixed integration) Inkjet thin-film piezo actuators Productization of PrecisionCore printheads, BOM management, and ISO training |
| ✉️ Email |  |
| 🐦 X |  |
| 💻 GitHub |  |
📄 License
This project adopts a hybrid license.
Different licenses are applied depending on the nature of the material.
| 📌 Item | License | Description |
|---|---|---|
| Code | MIT License | Free use, modification, and redistribution |
| Text materials | CC BY 4.0 | Attribution required |
| Figures & diagrams | CC BY-NC 4.0 | Non-commercial use only |
| External references | Follows original license | Must cite the source |
💬 Feedback
Propose improvements or start discussions via GitHub Discussions.
