One-way trapdoor function

 Toward a cryptographical understanding of mechanical anarchy

https://transformer-circuits.pub/2021/framework/index.html

We find that by conceptualizing the operation of transformers in a new but mathematically equivalent way, we are able to make sense of these small models and gain significant understanding of how they operate internally . . ."