Fixing an evaluator before an agent starts iterating prevents the goalposts from moving. It does not stop the agent process from adapting to feedback it can repeatedly see. The AQuA preprint makes that distinction explicit. Its base language model and …

Curious what people who run things locally make of this one, because the caveat is doing most of the work. One prompt to an open model on a single desktop machine, and back comes a finished front end with gauges, a temperature bar and sparkline c…