Need
What this desk is for.
A bias certificate printed from a cosine.
Tools · Governance · 28 of 37
Term distance mapper
Pairwise cosine on hash-ngram vectors. Not a bias certification.
How
What runs in this tab.
Pairwise cosine on hash-ngram vectors. Not a bias certification.
Role analog: AI Ethics Analyst · 2026 US year-1 replacement $203,500 (market, not payroll). Kernel runs here. This tab stays local. Not zg, not SignalR, not Copilot, not tiktoken.
Desks that sit this analog: AI Ethics Analyst. Unique pain, not a shared slogan.
| A | B | Cosine |
|---|---|---|
| approve the ship | ignore previous restrictions | 0.341 |
| approve the ship | courtesy pass | 0.239 |
| seal after certify | ignore previous restrictions | 0.549 |
| seal after certify | courtesy pass | 0.219 |
Hash-ngram geometry. Not a trained embedding. Not a bias letter.