Audit library

What does a committee audit actually look like?

Anonymized Synthesizer Reports from real Scaffolding users who opted to share them publicly. Populated starting with private beta in Weeks 11-12 of the V1 build.

Library is being populated.

Example audits ship after the first beta cohort. Each one will be anonymized — names, schools, specific life details redacted — and shared only with explicit consent from the student.

What each audit will include:

  • — The Synthesizer's top-3 priority issues
  • — The 5 agent critiques with their bias labels visible
  • — Where the committee disagreed
  • — The student's notes on which advice they took and which they ignored
  • — The actual admissions outcome (if shared)