🎓 Samizo-AITL Portal
“Read the structure, create the motion, accelerate with AI” — A portal for learning the fusion of physics and intelligence
Samizo-AITL Portal is a personal project by Shinichi Samizo.
Focusing on Semiconductors × Control × AI, it systematically organizes and connects fragments of knowledge, phenomena, and technologies to support education, PoC (Proof of Concept), and policy proposals.
While conversational AI such as ChatGPT is mainstream today,
I believe the next trend will be “Physical AI” — AI directly linked to physical phenomena and structures.
Samizo-AITL is built upon both “hands-on operational experience” and “structural analysis expertise”,
developing education, PoC, and conceptual frameworks for using AI in motion rather than just in words.
🔗 Official Links
| Language | GitHub Pages 🌐 | GitHub 💻 |
|---|---|---|
| 🇺🇸 English |  |
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| 🇯🇵 Japanese |  |
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🔍 Projects Overview
Below are the main projects included in this portal,
developed from multiple perspectives including education, PoC, AI utilization, policy proposals, and social implementation.
| Icon | Project Name | Field | Description |
|---|---|---|---|
| 🧠 | SamizoGPT  |
[🧠 AI] | Collection of prompt designs and support templates for ChatGPT (AI assistance used in part, but all structure, verification, and writing responsibility is with the author). |
| 📡 | SemiTechBot |
[💠 Semiconductor] [🧠 AI] | Chatbot specialized in semiconductor technology (based on SamizoGPT). Flask-based bot app is under development. |
| 🎓 | Edusemi-v4x |
[💠 Semiconductor] [🎓 Education] | Comprehensive semiconductor process, design, and PDK training curriculum. |
| ➕ | Edusemi-Plus |
[💠 Semiconductor] [🧪 Materials] [🧠 AI] [💰 Investment] [🌍 Geopolitics] [🏭 Industry] | Extended curriculum linking semiconductors to society through perspectives of materials, AI, industry, geopolitics, and investment. |
| 🎛️ | EduController |
[🎛️ Control] [🧠 AI] | Education on PID control to LLM integration for control × AI applications. |
| ⚙️ | EduMecha |
[⚙️ Mechanical] | Mechanical design exercises using Creo (structural design). |
| 🎓 | EduLms |
[🎓 Education] | LMS-compatible curriculum integrating quality, environment, and skill training. |
| 🤖 | AITL-H |
[🧠 AI] [🎛️ Control] | Three-layer intelligent control architecture (FSM × PID × LLM) — PoC in development. |
| 🖨️ | Inkjet |
[🛠 Product Technology] | Archive of inkjet structures, drive waveforms, and evaluation data. |
| 💰 | AssetPortfolio |
[💰 Investment] | Asset management curriculum for engineers, covering ETFs and NISA. |
| 🎮 | Rekiden |
[🏯 History] [🧠 AI] | History simulation curriculum integrated with ChatGPT. |
| 🏛️ | AITL-Strategy-Proposal |
[📑 Policy Proposal] | National strategy proposal focusing on Education × AI × Control (Draft stage). |
🧠 Background of the AITL Integrated Concept
Samizo-AITL organically connects Semiconductors × Control × AI,
integrating the process of analyzing physical structures, validating through PoC, and supporting design with AI into education, concept development, and engineering.
📘 All materials and PoC examples in this project group are released under the MIT License. While AI tools such as ChatGPT are used as assistants, the overall structure, verification, and writing responsibility lie entirely with the author.
💡 The core curriculum Edusemi-v4x is reconstructed from the author’s professional experience and research, and is unrelated to any specific commercial product or company activity.
Would you like me to continue and include the Core Materials Table, Policy & Collaboration, Supplementary Docs, Author Info, and Career Summary in English as well so this matches the Japanese version exactly?
This will make the English version a full one-to-one counterpart.
📘 Structured Overview of Core Materials & PoC
| Icon | Project Name | Field | Description |
|---|---|---|---|
| 🎓 | Edusemi-v4x |
[💠 Semiconductor] [🎓 Education] | Foundational curriculum to systematically learn semiconductor processes, devices, design, testing, and reliability. |
| ┗ 📦 SystemDK Edition (Special Ch. 2a) |
[🧪 PoC] | Special module covering SI/PI, thermal, stress, EMI/EMC constraints, and heterogeneous integration PoC using GAA / AMS / MRAM. | |
| 🎛️ | EduController |
[🎛️ Control] [🧠 AI] | Curriculum to learn FSM, PID, and LLM control step-by-step, including HDL description templates. |
| ┗ 📦 SoC_DesignKit |
[🎛️ Control] [🧠 AI] | HDL template collection for SoC design (includes AI-assisted generation). | |
| 🤖 | AITL-H |
[🧠 AI] [🎛️ Control] [🧪 PoC] | Three-layer intelligent control architecture (FSM × PID × LLM) as a reproducible PoC. Development in progress. |
| ┗ 📦 PoC Manual |
[🧠 AI] [🎛️ Control] [🧪 PoC] | PoC procedure and configuration guide for AITL-H. |
Integrating semiconductors, control, and AI into a three-layer educational system for implementation and evaluation of intelligent control applications.
🏛️ Policy Proposals, Collaboration, and International Initiatives
| Icon | Project Name | Field | Description |
|---|---|---|---|
| 🏛️ | AITL-Strategy-Proposal |
[📑 Policy Proposal] | Mid- to long-term vision centered on Education × AI × Control, including proposals for AI-integrated education and PoC-linked design collaboration. Draft stage. |
| 🤝 | Message to OpenAI |
[🧠 AI Proposal] | ChatGPT use cases and proposals for integrated design, including curriculum development and international rollout strategies. |
📚 Supplementary Documents & Update History
| Icon | Item | Description |
|---|---|---|
| 🕘 | Update History |
Log of curriculum updates and structural changes. |
| 🧠 | ChatGPT Skill Evaluation |
Level 5 LLM usage skill evaluation from perspectives of structural design, memory utilization, and curriculum generation. |
| 📋 | Gemini Review |
Curriculum evaluation report by Google Gemini. |
| 🌐 | English Version |
Link to the English portal. |
👤 Author
| Name | Shinichi Samizo |
| Education | M.S. in Electrical and Electronic Engineering, Shinshu University Graduate School |
| Career | Former Engineer at Seiko Epson Corporation (1997–) |
| Contact | ✉️ Email / 🐦 X / 💻 GitHub |
📌 Career Summary
Detailed report of Shinichi Samizo’s technical background and expertise:
- Semiconductor devices (Logic, Memory, High-voltage mixed-signal)
- Thin-film piezo actuators for inkjet
- PrecisionCore printhead productization, BOM management, ISO education
- Curriculum design, PoC construction, and AI-assisted design support
© 2025 Shinichi Samizo — MIT License
Educational materials, code, diagrams, and templates are available under the MIT License (intended for educational/research use; no direct relation to any commercial products).
🖼️ Technology Integration Architecture (Realistic Version)
Figure: Conceptual realistic illustration of “Samizo-AITL” integrating semiconductors, AI, control, and robotics. It depicts a future where intelligent control (PID) directed by humans integrates with AI learning to fuse with robotic and circuit control.