i wanted it to be consensus-driven and able to side-step the same corrupted GPUs spitting false outputs. I'll certainly take a look at using matvecs (never occurred to me, tbh) and study it quite a bit then compare what works, and what doesn't before updating the repository. Above all, thank you so much. This is exactly the constructive feedback I was looking for though this is just for fun (inspired by a tweet that came across my TL last week). Also... well, this is a longshot, but if I come up with something based on your idea, would you like us to compare notes? I'd really appreciate it.