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This repository accompanies the white paper:
"Neuro-Viral Pruning and Beyond for the Emergence of Artificial Super Intelligence"
By: Neo-Smith (Anonymous Collective)
Date: May 2025
We propose a radically nature-aligned approach to building next-generation LLMs—drawing deep inspiration from biology, neuroscience, and virology. Rather than brute-force scaling, this approach uses intelligent design guided by:
- 🦠 Viral Pruning
- 🛡️ Immune-Inspired Model Protection
- 🧠 Neurotransmitter-Based Modulation
- 🧬 Horizontal Gene Transfer (Non-Sequential Learning)
- 🧩 Brain Region Analogs (e.g., Thalamus, Cerebellum, Broca)
📥 Download the compiled PDF
📚 View the LaTeX Source
🧬 Read Substack Launch Post
| System | Biological Inspiration | AI Role |
|---|---|---|
| Viral Pruning | Virus replication economy | Energy-efficient weight pruning |
| Immune Layers | T-cell defense, B-cell memory | Adversarial detection & resilience |
| Neurotransmitter Modulation | Dopamine, serotonin, noradrenaline | Contextual behavior regulation |
| Brain Region Analogs | Thalamus, Broca, Occipital lobe | Specialized signal routing |
| HGT for Intuition | Bacterial gene transfer | Non-linear knowledge jumps |
- Build emergent, self-monitoring, robust AI systems
- Align model design with evolutionary principles
- Encourage interdisciplinary collaboration: neuroscience, ML, virology, cognition
We welcome researchers, engineers, biologists, and futurists to help develop:
- Virus-inspired pruning frameworks
- Simulated neurotransmitter modules
- Immune-layer defense systems for models
- Brain-region-inspired routing units
💬 Start a conversation: Issues
🧪 Stay tuned: [Zenodo DOI coming soon] • [arXiv pending]
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
See LICENSE file or creativecommons.org
Let’s stop fighting nature—and start evolving with it.
Welcome to the age of evolution-aligned intelligence.
“With great power comes great responsibility.
With great alignment comes Super Intelligence.” ✨