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Lester L. Barclay

Chair, Mayor of Chicago appointee, Chicago Transit Board

We identified Barclay’s voice at 10 meetings.

10 of 10transcribed meetings with their voice identified

Chairs the Chicago Transit Board

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Next Chicago Transit Board meeting: Thu, Nov 12 · Clerk’s calendar

Talk time, and Barclay’s other bodies
  • Chicago Transit Board: talk time not compared. Presides over its meetings, so isn’t compared with the members.
What they talk about

Commendations, ceremonies and memorials took the largest share of Barclay’s speech with a checked topic: 25%

By the topic two AI readers agree on for each stretch of their talk, at the Chicago Transit Board. 44 of 75 minutes of their speech have a checked topic. How much they talk about it, not which side they take.

Commendations, ceremonies and memorials25%
Meetings

Every meeting where we identified Barclay’s voice

10, newest first. The date opens the meeting; the time plays the video at Barclay’s first remark.

  1. Sep 22, 2026Chicago Transit Board9.8 min9:58
  2. Aug 12, 2026Chicago Transit Board12.3 min15:08
  3. Jul 8, 2026Chicago Transit Board5.4 min45:17
  4. Jun 10, 2026Chicago Transit Board5.6 min1:34:33
  5. May 13, 2026Chicago Transit Board5.7 min22:34
  6. Apr 8, 2026Chicago Transit Board11.4 min1:11:22
  7. Mar 11, 2026Chicago Transit Board5.2 min56:45
  8. Jan 14, 2026Chicago Transit Board3.0 min1:28:55
  9. Dec 10, 2025Chicago Transit Board8.0 min34:12
  10. Nov 12, 2025Chicago Transit Board8.8 min32:07
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 Barclay was absent. Claude and Gemini each read every transcript with that day’s roster. A voice gets Lester L. Barclay’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 Barclay 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 Barclay or of Chicago alone.