Nomsa Khalfani
President, Los Angeles Health CommissionRuns the Health Commission’s meetings; we identified Khalfani’s voice at two of its four meetings.
Presides over the Health Commission
Talk time, and Khalfani’s other bodies
- Health Commission: talk time not compared. Presides over its meetings, so isn’t compared with the members.
Every meeting where we identified Khalfani’s voice
- Aug 10, 2026Health Commission8.6 min1:25:28
- Feb 9, 2026Health Commission7.5 min1:17:01
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
We identified Khalfani’s voice at two meetings. A meeting missing here means we couldn’t attribute the voice, not that Khalfani was absent. Claude and Gemini each read every transcript with that day’s roster. A voice gets Nomsa Khalfani’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 Khalfani 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 Khalfani or of Los Angeles alone.