idyl.autoresearch is automated optimisation across the network. Define what you’re improving, upload a genesis file, and let thousands of parallel experiments find the answer overnight.
It distributes experiment runs across idle compute, collects results, and uses them to guide the next generation of experiments. Works for hyperparameter tuning, architecture search, simulation sweeps, and anything with a measurable objective.