Approaching engineering as research leads teams to define goals, run evaluations and labeling, and scale experiments even when developing products or harnesses.

“type models is we're treating engineering like research, and when you treat your engineering like research, you naturally do more evals, you do more labeling, you do more scaling of runs, or, like, prototyping and scaling of runs.”

“And you're not training a model, you're building the harness, the product, whatever it is, but it... you're approaching it like research.”