Brainback
storiesfirst-year engineering cohort, 40 students

The pilot that changed how one program thinks about AI.

Our first-year DFW rate in Calculus 1 dropped from 22% to 9%.

Northgate University
Our first-year DFW rate in Calculus 1 dropped from 22% to 9%.
Northgate University · First-year engineering cohort, 40 students
before

Northgate's first-year engineering program had watched its Calculus 1 DFW rate climb from 12% to 22% over three years, matching the rise in undergraduate AI use. Homework grades stayed high. Exam grades collapsed.

the turning point

The department piloted Brainback with 40 first-year students in the fall semester. Consumer product. No professor-facing analytics beyond usage. Weekly Brain score check-ins were optional.

after

The pilot cohort's Calc 1 DFW rate came in at 9%. The comparison cohort's stayed at 22%. The program has expanded the pilot to 120 students for the following semester.

the receipt

22% → 9%

Calc 1 DFW rate

numbers move because the workflow moved first

subjects in the story

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