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The information presented on this site is just the tip of the iceberg. If you’re interested in learning more about how this approach works in software with more sophisticated use cases, please reach out!

This picture generated with “AI” is a good illustration of how generative models lack a concept of space and topology.

Even the earliest models of human body perception—such as the body schema or stick figure representations developed more than 100 years ago—already captured this correctly.

Yet, despite the enormous computing power and energy invested in training “AI” models—astronomically higher than the energy a human brain consumes—such a basic concept as a stick figure is still not directly cognizable by current models.

This demonstrates that sheer quantity (energy and raw computing power) cannot reliably replace quality (e.g., designing models with the right degrees of freedom).

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