[quantiota]

Hi, I’m the author.

This work studies a learning framework where neural architecture is not fixed in advance but emerges during training. Learning is formulated as a trajectory on a curved information manifold, with an entropy field guiding the evolution toward stable configurations.

[cmrx64]

What tasks are in your sights for evaluating the approach? is there anything you are most excited/curious to see the approach demonstrate?

[quantiota]

The first evaluation is actually on language, via what I call the Universal Language Manifold (ULM).

You can explore the ULM on r/LanguageManifold