Don Wang
Commissioner, District 2 Representative, Oakland Privacy Advisory CommissionWe identified Wang’s voice at three meetings.
Talk time, and Wang’s other bodies
- Privacy Advisory Commission: talk time not compared. Seated for only 5 meetings in 12 months.
Every meeting where we identified Wang’s voice
- Mar 5, 2026Privacy Advisory Commission8.1 min53:14
- Feb 5, 2026Privacy Advisory Commission9.1 min30:52
- Nov 6, 2025Privacy Advisory Commission8.5 min25:05
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 Wang was absent. Claude and Gemini each read every transcript with that day’s roster. A voice gets Don Wang’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 Wang 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 Wang or of Oakland alone.