Multi-step reasoning
Interpreting problems & recording the steps
Promising signs — comparison not confirmedNon-equivalent checks · no measured growth
Explore the evidence & what it means
More recorded reasoning is a promising signal. Constraints and mixed-unit problems still caused errors.
Setting, item difficulty and prompting differ. No earlier working-count exists. This is not a calibrated gain.