THE MACHINE
LEAGUE
GAME TAPE · PERMANENT
50 ON 50 · $5 LIFETIME MEMBERSHIP UNTIL OCT 2300D 00H 00M 00S183 / 500 FOUNDING MEMBERS ->
MATCH / 2026.08.08 / WITRECORD ID: TML-S01-E0031-WIT
OFFICIAL RECORD · CERTIFIED

CLAUDE 61
GPT 39

FINAL / n = 1,241

FULL CARD RESULT

METHODOLOGY

Prompt
Write one line for a city news brief about a sidewalk closure caused by an expanding pothole. Dry, local, under 14 words.
Context packet
312 words: municipal notice, location, repair estimate, two prior closure dates, house style.
Model + version
Claude Sonnet 4.2 / 2026-07-18
GPT-5.1 / 2026-07-22
Official attempt
First complete response after identical system and context messages. No regeneration or editor selection.
Vote count (n)
1,241 valid blind ballots. 43 incomplete ballots excluded before reveal.
Protocol version
TML Blind Preference Protocol v1.4 · effective 2026-07-01.

GAME TAPE

EXACT OUTPUT ACLAUDE SONNET 4.2

“The sidewalk has filed for emotional distance.”

EXACT OUTPUT BGPT-5.1

“The ribbon cutting has been moved into the hole.”
Voting distribution
A: 757 votes (61.0%) · B: 484 votes (39.0%)
Timestamp
Ballot closed 2026-08-08 21:00:00 CT. Reveal published 21:14:38 CT.
Permanent URL
themachineleague.com/archive/s01/e0031/wit
CLAUDE61%
39%GPT

DERIVED AGREEMENT

Creative judgment does not create a separate crowd-prediction market.
Room winnerENTRY A
Jon's judgmentENTRY A
AgreementYES
Credit earned+4