Jensen Huang: Keynote, Jan 22, 2026

World Economic Forum Conversation

At the keynote on Jan 22, 2026, Jensen Huang said 5 of the 14 words Kalshi listed; Parrot’s count agreed with all 14 settlements. Quotes below are at most 25 words each.

Part of Wef conversation (2 appearances).

Updated

Markets

14 words · 5 settled yes · our count agreed on 14 of 14

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
Investment / Invested Yes1011✓–new new word, no probability yet–
Bubble Yes24✓–n=1 too little history for a probability–
Grok / ChatGPT Yes11✓–n=1 too little history for a probability–
Trillion Yes11✓–new new word, no probability yet–
Quantum Yes11✓41%n=2 from settlement history–
Elon / Musk No00✓86%n=3 from settlement history–
Humanoid No00✓84%n=2 from settlement history–
Rubin No00✓84%n=2 from settlement history–
Self Driving No00✓84%n=2 from settlement history–
China No00✓–new new word, no probability yet–
Trump No00✓41%n=2 from settlement history–
Domestic No00✓12%n=2 from settlement history–
Hyperscaler No01✓12%n=2 from settlement history–
Taiwan No00✓10%n=3 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

quotes of at most 25 words

Captions · machine-attributed · World Economic Forum (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.

1 match for “Anthropic / Claude”; 1 quoted, at least 25 words apart.

Jensen Huangspeaker7:28

…these different ways. Chad GPT of course using Gemini of course using anthropic claude of course um and the magical things that that it could…

Where the listed words were said

Jensen Huangspeaker“Investment / Invested” · 13:59

…services, all of the large industries in the world. You're seeing huge investments going in to those AI natives because for the first time, the…

Jensen Huangspeaker“Bubble” · 31:32

and so one good test on the AI bubble is to recognize that Nvidia has now has now millions of NVIDIA GPUs in the cloud…

Jensen Huangspeaker“Grok / ChatGPT” · 8:25

…application but very importantly new applications will be built on top of chat GPT new applications will be built on top of anthropic uh claude…

Jensen Huangspeaker“Trillion” · 12:17

…we get the opportunity to work on many projects together. There are trillions of dollars of infrastructure that needs to be built out and it's…

Jensen Huangspeaker“Quantum” · 16:47

…natural n physics of physics, for example, fluid dynamics, particle physics, uh, quantum physics, AIs that are now now learning all these different structures and…

Agents: this page as TSV at /api/v1/appearances/jensen-huang:2026-01-22:keynote · words: /api/v1/brief?appearance=jensen-huang:2026-01-22:keynote · columnar JSON in #parrot-data · llms.txt · MCP