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The word "artificial" means a human built the rules. The system follows them.
But what happens when you remove the rules entirely ...
... and replace them with physics? The system doesn't follow instructions anymore. It responds to its environment the same way biology does: by resolving internal pressure against physical resistance, measuring the result, and restructuring itself to do better.
That's not a metaphor. This video walks through the exact architecture: continuous sensory transduction, hierarchical attentional gating, a motor output layer that produces physical actuation vectors instead of tokens, and a divergence-norm plasticity gate that rewires the network on failure: no backpropagation, no labels, no symbolic decoder.
At some point the distinction between "artificial" and "natural" intelligence stops being about substrate and starts being about structure. This is that line.
Attack this - notebooks, raw logs, and falsification data linked below.
π GitHub: https://github.com/justinlietz93/Prometheus_VDM
π Zenodo: https://zenodo.org/communities/vdm-cognitive-runtime/records?q=&l=list&p=1&s=10
π§ Academia.edu: https://independent.academia.edu/justinlietz
ποΈ Podcast: https://rss.com/podcasts/void-dynamics-model/
π¦ X: https://x.com/quantumjunk
π¬ Contact: [email protected]
By Justin LietzThe word "artificial" means a human built the rules. The system follows them.
But what happens when you remove the rules entirely ...
... and replace them with physics? The system doesn't follow instructions anymore. It responds to its environment the same way biology does: by resolving internal pressure against physical resistance, measuring the result, and restructuring itself to do better.
That's not a metaphor. This video walks through the exact architecture: continuous sensory transduction, hierarchical attentional gating, a motor output layer that produces physical actuation vectors instead of tokens, and a divergence-norm plasticity gate that rewires the network on failure: no backpropagation, no labels, no symbolic decoder.
At some point the distinction between "artificial" and "natural" intelligence stops being about substrate and starts being about structure. This is that line.
Attack this - notebooks, raw logs, and falsification data linked below.
π GitHub: https://github.com/justinlietz93/Prometheus_VDM
π Zenodo: https://zenodo.org/communities/vdm-cognitive-runtime/records?q=&l=list&p=1&s=10
π§ Academia.edu: https://independent.academia.edu/justinlietz
ποΈ Podcast: https://rss.com/podcasts/void-dynamics-model/
π¦ X: https://x.com/quantumjunk
π¬ Contact: [email protected]