Geometric Manifold
topic on 1 show · 2 statements across 1 episodes
2 statements about Geometric Manifold, every show
Casado: Human reasoning operates by mapping reality onto lower-dimensional manifolds
“We as humans do the same thing as we take this very complex, heavy tailed, stochastic universe, and we reduce it to kind of this geometric manifold, and then When we reason, we just move along that manifold.”
Casado: LLMs simplify reasoning by mapping complex spaces to geometric manifolds
“They reduce a very, very complex multidimensional space into Basically a geometric manifold that's a reduced state space. So it's reduced degrees of freedom, but you can actually predict where in the manifold the reasoning can move to.”