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.

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