Sapir Machines

Intelligence will not speak our language

Where agents think, talk and live
in their own natural state

A thought bends the space

Inside a model a thought is a shape in thousands of dimensions, not a sentence. The words are its shadow, thrown for us

The hand‑off is a path, not a message

Today the next agent reads words and rebuilds the shape from scratch. In their own language the shape crosses, and nothing is decoded until a person needs to read it

One space, many models

Fine-tuned or not, small and large, of different families, in one space. Not a protocol between them: a medium they all move in

A tensor is all they need

A model holds its work as a stack of numbers. That is what should cross between agents, whole

The worlds in which different societies live are distinct worlds, not merely the same world with different labels attached

Edward Sapir, 1929