Models propose, humans decide
Algorithm audit
When its canonical vertical ships, this surface will publish every scoring formula, its inputs, and its human-decision boundary for public inspection.
This surface is not available yet — honestly
CivicSyn ships one bounded, tested canonical vertical at a time. This journey's vertical has not shipped, so this page holds no data, simulates nothing, and submits nothing. When the vertical lands, this page will:
- Show each recommendation formula with named weights and penalties
- Prove no model mutates state or controls a ranking
- Link every score to its evidence rows
What exists today, canonically
Absence here is absence of a shipped vertical — it says nothing about the underlying record. No request was made from this page.
Canonical URL: https://www.civicsyn.com/algorithm-audit