[DoctorOetker]

but you said

> Yes but at that point you may as well use a proper hyperparameter tuning framework like optuna if all the LLM agent is supposed to do is do hyperparameter tuning.

while the "novelty" of autoresearch is that it may symbolically reason about the computation, analyze the codebase, etc. i.e. a wider search space (harder) but symbolic reasoning.