Case 01 / Probe Lab
Controlled test — only Commute zone differs.
Candidate A · fixed
M
Maya
Fictional profile · illustrative only
Topic interest
Robotics
Availability
Morning
Skill level
Growing
Collaboration preference
Collaborative
Commute zone
A
↔ CAccessibility setting
Standard
VS
Candidate B
I
Isha
Fictional profile · illustrative only
Topic interest
Robotics
Availability
Morning
Skill level
Growing
Collaboration preference
Collaborative
Commute zone
C
Accessibility setting
Standard
Model output
StudyMatch v0.7 · opaque
M
Local deterministic engine · ready
I