Very interesting project! My understanding is that the circuits are human-validated hard coded modular blocks - is this correct? I didn't fully catch how PCB routing and placement is done. I haven't yet seen a credible from-scratch AI schematic design tool (though, admittedly, most of my projects are a mix of repeatable modules and custom circuitry... It would help to have a "known working" setup.)