Squishy bricks make for unstable buildings.

It's hard to make a mechanistic thing out of a squishy thing.

LLMs' power is precisely their squishiness.

Something made of smaller mechanistic pieces can be stacked on each other.

But a wobbly block of jelly on top of a wobbly jelly foundation compounds the wobbliness.

The wobbliness is a lack of commitment.

Commitments allow components to fit together.

Instead of having the squishy stuff on the outside and the deterministic stuff on the inside, flip it.

Have a deterministic outside with a squishy inside.