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Panelist Profiler

Who knows what?

Every panelist who's appeared on a processed episode gets a profile. Accuracy by domain, klaxon rate, confidence calibration — the data accumulates with each appearance.

BB
#1

Bill Bailey

Comedian & Musician

61%
Accuracy
14
Appearances
203
Claims
18
Klaxons
+6.1
Adj. Score
Accuracy by Domain
Music 89%Natural History 72%Language 65%Geography 55%History 51%Science 48%
JB
#2

Jo Brand

Comedian

54%
Accuracy
11
Appearances
156
Claims
22
Klaxons
+3.4
Adj. Score
Accuracy by Domain
Medicine 82%Social History 68%Language 52%Science 45%History 41%
PJ
#3

Phill Jupitus

Comedian & Poet

47%
Accuracy
8
Appearances
98
Claims
15
Klaxons
+0.8
Adj. Score
Accuracy by Domain
Music 78%Pop Culture 72%History 35%Science 28%
AD
#4

Alan Davies

Comedian & Actor

42%
Accuracy
295
Appearances
1847
Claims
312
Klaxons
+1.8
Adj. Score
Accuracy by Domain
Sport 71%Natural History 58%Geography 44%Language 38%History 35%Science 31%
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An independent, episode-by-episode analysis of QI. Not affiliated with, endorsed by, or connected to QI, the QI Elves, the BBC, or any associated entity.

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A section of PublicOS— Conor Slattery's personal website.

Built with deadpan precision about inherently entertaining subject matter.

© 2026 Conor Slattery. All analysis is original and independent.

“The things you think you know are the most dangerous things of all.”