Robyn Fisher
Commissioner, San Francisco Small Business CommissionWe identified Fisher’s voice at three meetings.
Every roll call, and Fisher’s other bodies
Present at 2 of 3 roll calls at the Small Business Commission
- Small Business Commission: talk time not compared. Seated for only 6 meetings in 12 months.
2 places Fisher named in meetings
- Hayes Valley 1 time
- Mission 1 time
Every meeting where we identified Fisher’s voice
- Sep 28, 2026Small Business CommissionBusiness and economic development1.5 min20:01
- Aug 24, 2026Small Business CommissionBusiness and economic development1.5 min49:57
- Apr 27, 2026Small Business CommissionHealth and behavioral health · Alcohol, cannabis and business permits7.5 min2:44
How we identify who is speaking · blind check, pooled across five cities: of 340 commission lines drawn, 260 right, 4 wrong, 1 unclear, 75 couldn’t be judged
A meeting missing here means we couldn’t attribute the voice, not that Fisher was absent. Claude and Gemini each read every transcript with that day’s roster. A voice gets Robyn Fisher’s name only when both agree and a code check finds the name said on, or just before, their turn. Voices our transcripts merge with someone else’s are never attributed, so every count here undercounts what Fisher said. For commissions, of 340 lines drawn, 260 were right, 4 wrong and 1 unclear, and the checkers couldn’t judge 75. We have since removed the voices behind 64 of those lines (3 wrong, 0 unclear, the rest we had already held for other reasons). Of the 276 lines we still publish, the checkers could judge 228: 226 right, 1 wrong and 1 unclear (90% lower bound 0.97). They couldn’t judge the other 48. The check is one sample pooled across the five cities, not of Fisher or of San Francisco alone.
