All In with Chris Hayes (MS NOW), October 5, 2026

On the Oct 5, 2026 episode of All In with Chris Hayes, 7 of the 16 words Kalshi listed were said; Parrot’s count agreed with all 16 settlements. Counts and timings only: the captions are at the Internet Archive.

Updated

Markets

16 words · 7 settled yes · our count agreed on 16 of 16

backtest The probabilities on settled rows are a walk-forward backtest: the model as of before each event, computed after Parrot went live; they were not published at the time.

Listed words: result, our count under the market rule, the count over every speaker, whether they agree, and the probability (a walk-forward backtest on settled rows)
WordResultOur countAll speakersAgreesProbabilityMarket
Trump Yes523✓60%n=7 from settlement history–
Healthcare Yes46✓64%n=8 from settlement history–
Afford / Affordable / Affordability Yes26✓73%n=11 from settlement history–
Oil / Gas / Gasoline Yes23✓55%n=9 from settlement history–
Barack / Obama Yes28✓–new new word, no probability yet–
Union Yes12✓–new new word, no probability yet–
AIPAC Yes11✓–n=1 too little history for a probability–
Israel / Israeli No00✓–new new word, no probability yet–
Iran / Iranian No04✓52%n=6 from settlement history–
Tariff No00✓49%n=2 from settlement history–
Filibuster No00✓–new new word, no probability yet–
Rogers No01✓–new new word, no probability yet–
AI / Artificial Intelligence No01✓40%n=7 from settlement history–
Billionaire No06✓37%n=8 from settlement history–
Corrupt / Corruption No00✓29%n=9 from settlement history–
Data Center No02✓27%n=4 from settlement history–

Market prices are mid quotes from Kalshi and Polymarket, shown for context, may be delayed by several minutes and are not a signal. Quotes as of Oct 20, 2026 23:45 UTC.

Transcript

counts and timings only

Captions · machine-attributed · Internet Archive TV News Archive (broadcast captions) · Source · Counts and timings only: the captions are at the Internet Archive.

Machine-attributed. Speaker turns are labelled by a model, not the publisher.

0 matches for “Text / Texted”.

Where the listed words were said

Abdul El-Sayedguest“Trump” · 25:37

Caption text not shown: counts and timings only; the captions are at the Internet Archive.

Abdul El-Sayedguest“Healthcare” · 26:35

Caption text not shown: counts and timings only; the captions are at the Internet Archive.

Abdul El-Sayedguest“Afford / Affordable / Affordability” · 25:54

Caption text not shown: counts and timings only; the captions are at the Internet Archive.

Abdul El-Sayedguest“AIPAC” · 31:27

Caption text not shown: counts and timings only; the captions are at the Internet Archive.

Agents: this page as TSV at /api/v1/appearances/all-in-with-chris-hayes:2026-10-05:tv_episode · words: /api/v1/brief?appearance=all-in-with-chris-hayes:2026-10-05:tv_episode · columnar JSON in #parrot-data · llms.txt · MCP