Sam Altman: Keynote, Jul 22, 2025

Fireside chat at the Large Banks Conference

At the keynote on Jul 22, 2025, Sam Altman said 5 of the 20 words Kalshi listed; Parrot’s count agreed with 19 of 20 settlements. Quotes below are at most 25 words each.

Updated

Markets

20 words · 5 settled yes · our count agreed on 19 of 20

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
Risk Yes79✓–new new word, no probability yet–
Fraud Yes35✓–new new word, no probability yet–
ChatGPT Yes22✓–new new word, no probability yet–
Cybersecurity Yes11✓–new new word, no probability yet–
Regulation Yes12✓–new new word, no probability yet–
Innovation No18✗–new new word, no probability yet–
Artificial General Intelligence / AGI No00✓–new new word, no probability yet–
Capital No02✓–new new word, no probability yet–
China No00✓–new new word, no probability yet–
Competition No00✓–new new word, no probability yet–
Compliance No00✓–new new word, no probability yet–
DeepSeek No00✓–new new word, no probability yet–
Democracy No00✓–new new word, no probability yet–
Efficiency No00✓–new new word, no probability yet–
Infrastructure No00✓–new new word, no probability yet–
Privacy No00✓–new new word, no probability yet–
Safety No00✓–new new word, no probability yet–
Stargate No00✓–new new word, no probability yet–
Supervision No00✓–new new word, no probability yet–
Transparency No00✓–new new word, no probability yet–

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

quotes of at most 25 words

Captions · machine-attributed · Associated Press (YouTube) · Source · Quotes of at most 25 words; the full recording is on the publisher's official channel.

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

Where the listed words were said

Sam Altmanspeaker“Risk” · 15:05

…technology. we've got to put some new controls on it. But the risk of us not doing this um if we if we don't adopt…

Sam Altmanspeaker“Fraud” · 17:18

…Um, I am very nervous that we have an impending significant impending fraud crisis because of this. Um, we have tried I think other people…

Sam Altmanspeaker“ChatGPT” · 25:47

…goes down this list and he basically had this business running on chat GPT. This was before it was a common thing. This is before…

Sam Altmanspeaker“Cybersecurity” · 39:12

…Um and I think that the bio capability of these models the cyber security capability of these models these are getting quite significant. You know…

Sam Altmanspeaker“Regulation” · 45:09

…developed world. I think the biggest challenge will be risk tolerance and regulation for very good reasons but about how quickly do you want to…

Agents: this page as TSV at /api/v1/appearances/sam-altman:2025-07-22:keynote · words: /api/v1/brief?appearance=sam-altman:2025-07-22:keynote · columnar JSON in #parrot-data · llms.txt · MCP