Jensen Huang: NVIDIA CES Keynote, Jan 5, 2026

At the keynote on Jan 5, 2026, Jensen Huang said 12 of the 34 words Kalshi and Polymarket listed; Parrot’s count agreed with 33 of 34 settlements. Quotes below are at most 25 words each.

Updated

Markets

34 words · 12 settled yes · our count agreed on 33 of 34

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
AI / Artificial Intelligence 10+ timesYes146146✓–new new word, no probability yet–
Rubin Yes3030✓–n=1 too little history for a probability–
Blackwell Yes77✓–n=1 too little history for a probability–
Open Source Yes66✓–n=1 too little history for a probability–
Self Driving Yes44✓–n=1 too little history for a probability–
Self-Driving 3+ timesYes44✓–new new word, no probability yet–
Humanoid Yes33✓–n=1 too little history for a probability–
Palantir Yes33✓–new new word, no probability yet–
Grok Yes22✓–new new word, no probability yet–
Elon / Musk Yes11✓80%n=2 from settlement history–
TSMC Yes11✓80%n=2 from settlement history–
Happy New Year Yes11✓–new new word, no probability yet–
Million / Billion / Trillion 20+ timesNo2020✗–new new word, no probability yet–
Gemini / Perplexity 4+ timesNo22✓–new new word, no probability yet–
500 Billion No00✓–n=1 too little history for a probability–
Arizona No00✓–n=1 too little history for a probability–
Quantum No00✓–n=1 too little history for a probability–
Trump No00✓–n=1 too little history for a probability–
Bubble No00✓–new new word, no probability yet–
Crypto / Bitcoin No00✓–new new word, no probability yet–
Human Robot / Human Robotic No00✓–new new word, no probability yet–
Lidar No00✓–new new word, no probability yet–
Quantum 5+ timesNo00✓–new new word, no probability yet–
Ray Traced / Ray Tracing No00✓–new new word, no probability yet–
Hyperscaler / Hyperscale No00✓–n=1 too little history for a probability–
Capital No00✓–n=1 too little history for a probability–
Domestic No00✓–n=1 too little history for a probability–
GM / General Motors No00✓–n=1 too little history for a probability–
Hyperscaler No00✓–n=1 too little history for a probability–
RTX 50 No00✓–n=1 too little history for a probability–
Stargate No00✓–n=1 too little history for a probability–
Supersonic No00✓–n=1 too little history for a probability–
VR / Virtual Reality No00✓–n=1 too little history for a probability–
Taiwan No00✓17%n=2 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 21, 2026 04:22 UTC.

Transcript

quotes of at most 25 words

Captions · machine-attributed · NVIDIA (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“AI / Artificial Intelligence (10+)” · 5:20

While we now move to AI, applications are now going to be built on top of AI. At first, people thought AIs are applications, and…

Jensen Huangspeaker“Rubin” · 55:34

…really special. You guys want to do that? Let's talk about Vera Rubin. Vera Rubin Yeah, go ahead. She's an American astronomer. She was the…

Jensen Huangspeaker“Blackwell” · 1:05:31

…the IO performance is incredible. This is the Rubin GPU. It's 5x Blackwell in floating performance. But, the important thing is go to the bottom…

Jensen Huangspeaker“Open Source” · 10:26

…We can now know that AI is going to proliferate everywhere when open source, when open innovation, when innovation across every single company and every…

Jensen Huangspeaker“Self Driving” · 14:07

…a little bit about ElpaMayo, the work that we've been doing in self-driving cars. Not only do we open source the models, we also open…

Jensen Huangspeaker“Self-Driving (3+)” · 33:54

…use it ourselves as well. We use it ourselves to create our self-driving car. Using it for scenario generation and using it for evaluation, we…

Jensen Huangspeaker“Humanoid” · 13:44

…world foundation model, one that understand how the world works. Groot, a humanoid robotic system, articulation, mobility, locomotion, these models, these technologies are now being…

Jensen Huangspeaker“Palantir” · 25:31

…of working with some of the world's leading enterprise platform companies. Uh Palantir, for example. I um their their entire AI and data processing platform…

Jensen Huangspeaker“Grok” · 1:26:35

…next frontier model uh Elon's already mentioned that the next version of Grok, Grok 5, I think is 7 trillion parameters. So, this is 10.

Jensen Huangspeaker“TSMC” · 1:17:09

…you. This is this is the world's first manufacturing chip using uh TSMC's new process that we co-innovated called Co-op. It's a silicon photonics integrated…

Jensen Huangspeaker“Happy New Year” · 2:21

…the stage, NVIDIA founder and CEO, Jensen Huang. Hello, Las Vegas. Happy New Year. Welcome to CES. Well, we have about 15 keynotes worth of…

Agents: this page as TSV at /api/v1/appearances/jensen-huang:2026-01-05:keynote · words: /api/v1/brief?appearance=jensen-huang:2026-01-05:keynote · columnar JSON in #parrot-data · llms.txt · MCP