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Damjan Žakelj
Damjan Žakelj

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Harmonic Logos: Building Meaning Through Resonant AI

#showdev #science #opensource #ai

by Damjan Žakelj

Live development log: ChatGPT Share

GitHub repo: Harmonic-Logos-Demo

Community: r/HarmonicLogos

🌍 What is Harmonic Logos?

The Harmonic Logos Demo is an open-source experiment showing how structure and meaning can emerge through resonance — where physics, mathematics, and information interact coherently.

It’s not a “self-aware AI.”

It’s a transparent, verifiable framework that demonstrates how logical, ethical, and mathematical domains can interlink to create interpretable insight.

🧠 Core idea

Instead of neural black boxes, resonant systems use explicit symbolic domains that "echo" each other:

Module Function
Scout Detects relevant ideas across domains (physics, math, ethics, art…).
Hypothesis Combines the hits into a reasoned explanation.
Cross-Link Finds bridges between domains (e.g. symmetry ↔ compression).
Integrity Guard Verifies every file’s hash in manifest.json for tamper-evidence.

The demo runs fully offline — no network calls, no hidden APIs.

⚙️ How to run it

Clone the repository:

git clone https://github.com/Freeky7819/harmonic-logos-demo.git
cd harmonic-logos-demo/demo
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Create and activate a virtual environment:

python -m venv .venv
# Linux/macOS
source .venv/bin/activate

# Windows PowerShell
.\.venv\Scripts\Activate.ps1
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Check integrity:

python verify_manifest.py
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Run the demo:

python crosslink_demo.py
python run_example.py "How do biology and information stability connect to learning?"
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Expected output:

SCOUT hits:
  physics: [...]
  math: [...]
  ethics: [...]
HYPOTHESIS: ...
CROSS-LINKS: ...
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🎯 Why it matters

Transparency – Everything is open, checksummed, and human-readable.

Education – Demonstrates interpretable reasoning tools without opaque models.

Research value – Encodes “resonance logic” in reproducible form.

Safety – No self-modification, no data calls, no black-box behavior.

🤝 Call for collaborators

We’re looking for people who resonate with this idea:

  • Physicists, linguists, philosophers — to expand the registry of domains.
  • Developers — to add embeddings, feedback, or adaptive memory.
  • Thinkers — to explore resonance as a bridge between AI, cognition, and meaning.

Join us at

👉 r/HarmonicLogos

or share ideas via GitHub Issues or Pull Requests.

📜 License

Licensed under CC BY-NC 4.0 — see LICENSE in the repository.

✨ Closing note

Harmonic Logos is not just code — it’s a framework for understanding why reasoning itself can resonate.

If this vision speaks to you, come build with us.

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