pre-ULAI

Pre-Unified Logic AI (pre-ULAI) is an experimental project exploring how basic universal reasoning seeds can be encoded, tested, and gradually expanded into more complex logic structures. This project is not scientific law, but rather a sandbox for reasoning, testing, and observing patterns.

---

📂 Project Structure

• main.py → Entry point of the project

• core/ → Contains the main logic

  • logic_base.py → Foundations of the system
  • reasoning_engine.py → Engine for applying rules to observations
  • universal_rules.py → Set of universal basic rules

• tests/ → Contains test scripts, e.g. test_observations.py

• sessions/ → Session summaries for continuity between chats

• CHANGELOG.md → Tracks code and file updates

• README_CONTINUE.md → Instructions for continuing the project in a new chat session

---

🚀 Usage

Run the main entry point:

python3 main.py

Run the observation test:

python3 test_observations.py

---

🧪 Current Capabilities

• Defines universal rules such as causality, balance, continuity, interconnection, and cycles
• Allows adding observations and matching them against universal rules
• Outputs reasoning categories based on provided input

---

🔄 Continuation of the Project

If this project is being continued in a new chat session, please read README_CONTINUE.md for instructions.

That file explains how to use the latest sessions/session_summary.md to hand over the context into a new chat without losing progress.

---

📜 License

This project is currently exploratory and has no formal license. Use, share, and adapt freely with attribution.

---