We didn't tell it about the two wings of the butterfly.
It found them anyway.
I-Field RNN trained on Lorenz reconstruction , the learned phase space spontaneously mirrors the attractor's bistable topology. And the I-field drops before every regime switch. Critical slowing down. Emergent.
Preprint: https://doi.org/10.5281/zenodo.20767066

This is what happens when your recurrent unit has a phase space.

#DynamicalSystems #MachineLearning #Chaos #Neuroscience #IField #Bifurcation

What if black holes don't form event horizons?

New work shows collapse can halt at C_max = 0.85 < 1 through
fundamental irreversibility—extending GR with dissipation.

Key results:
- No trapped surfaces form
- Singularities avoided
- Information preserved
- Mechanism: p_I ~ -ρ² reverses collapse

Preprint: https://doi.org/10.5281/zenodo.18818991

Rigorous critique especially appreciated—that's how science advances.

#GravitationalPhysics #BlackHoles #TheoreticalPhysics #OpenScience #Physics