Projects Experience Research
  • Cheap intelligence: routine decisions without long reasoning traces

    Routine decisions have short answers. A small decision model checks each cheap answer and escalates to reasoning only when it is likely wrong: 2.5× fewer output tokens and 47% lower cost on 300 back-office tasks.