Liquid Neural Networks can perform complex autonomous control tasks (driving, parking, flying) with fewer than 20 neurons.

Goodfire has on multiple occasions removed half the parameters of models in robotics and biology with no performance loss.

“We've on multiple occasions figured out with various models in robotics and also in biology that we can literally just like remove half the parameters of the model with no performance loss.”

Liquid Neural Networks can drive a car using only 19 neurons.

“With 19 neurons you could drive a car.”