Jensen Huang: NVIDIA GTC Keynote, Mar 16, 2026

At the keynote on Mar 16, 2026, Jensen Huang said 29 of the 35 words Kalshi and Polymarket listed; Parrot’s count agreed with all 35 settlements. Quotes below are at most 25 words each.

Updated

Markets

35 words · 29 settled yes · our count agreed on 35 of 35

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+ timesYes178178✓–n=1 too little history for a probability–
Agent / Agentic Yes3737✓–new new word, no probability yet–
Million / Billion 3+ timesYes2929✓–new new word, no probability yet–
Vera Rubin Yes2828✓–new new word, no probability yet–
GPU 5+ timesYes2424✓–new new word, no probability yet–
Groq / Grok Yes2222✓58%n=2 from settlement history–
Data Center Yes2222✓–n=1 too little history for a probability–
OpenClaw Yes2121✓–new new word, no probability yet–
Partner Yes1616✓–new new word, no probability yet–
Blackwell Yes1313✓85%n=3 from settlement history–
Training Yes1212✓–new new word, no probability yet–
Open Source Yes1010✓82%n=2 from settlement history–
Trillion Yes1010✓–n=1 too little history for a probability–
Google Yes1010✓–new new word, no probability yet–
Invest / Investment Yes88✓–n=1 too little history for a probability–
OpenAI Yes88✓–new new word, no probability yet–
Cosmos Yes77✓–new new word, no probability yet–
Deep Learning Yes77✓–new new word, no probability yet–
Anthropic Yes55✓–n=1 too little history for a probability–
Autonomous Yes55✓–new new word, no probability yet–
Quantum Yes44✓60%n=3 from settlement history–
Self Driving Yes44✓53%n=3 from settlement history–
Alpamayo Yes33✓–n=1 too little history for a probability–
Humanoid Yes33✓53%n=3 from settlement history–
Dynamo Yes33✓–new new word, no probability yet–
Microsoft Yes33✓–new new word, no probability yet–
Hyperscaler Yes33✓10%n=3 from settlement history–
Meta Yes22✓–new new word, no probability yet–
Photon / Photonics Yes11✓–new new word, no probability yet–
Elon / Musk No00✓55%n=4 from settlement history–
Super Bowl No00✓–new new word, no probability yet–
FSD / Full Self-Driving No00✓–new new word, no probability yet–
Trump No00✓28%n=3 from settlement history–
Stargate No00✓13%n=2 from settlement history–
Domestic 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 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.

0 matches for “Open Source / Open Weight”.

Where the listed words were said

Jensen Huangspeaker“AI / Artificial Intelligence (10+)” · 0:25

…A new kind of factory generator of tokens. The building blocks of AI. Tokens have opened a new frontier, turning data into knowledge and drawing…

Jensen Huangspeaker“Agent / Agentic” · 18:02

…be used by AI, and AI is going to be much, much faster than us. Future agents are going to use structured databases as well.

Jensen Huangspeaker“Million / Billion (3+)” · 7:23

…has taken us 20 years to now have built up hundreds of millions of GPUs and computing systems around the world that run CUDA. We…

Jensen Huangspeaker“Vera Rubin” · 1:10:05

And now Vera Rubin architected for every phase of a genetic AI, advancing every pillar of computing, including CPU storage, networking, and security. Vera Rubin,…

Jensen Huangspeaker“GPU (5+)” · 8:58

…so the application reach is so great that once you install NVIDIA GPUs, the useful life of it is incredibly high. It is also one…

Jensen Huangspeaker“Groq / Grok” · 1:10:53

…optics, increasing energy efficiency and resiliency, and an incredible new addition, the Groq 3 LPX rack, tightly connected to Vera Rubin Groqs LPU's massive on…

Jensen Huangspeaker“Data Center” · 31:33

…algorithm in whatever scenario it wants to be deployed, whether it's a data center, cloud on prem at the edge, or in a robotic system.

Jensen Huangspeaker“OpenClaw” · 1:46:40

…and, um, he, he wrote a piece of software, uh, it's called OpenClaw. And and, um, I don't know if he realized, uh, how successful…

Jensen Huangspeaker“Partner” · 26:30

NVIDIA's integrated really deeply into AWS. They were our first cloud partner. ________________ Microsoft Azure. NVIDIA's A100 supercomputer was the first one we built was…

Jensen Huangspeaker“Blackwell” · 52:49

…saw $500 billion of very high confidence demand and purchase orders for Blackwell and Rubin through 2026. I said that last year. Now, I don't…

Jensen Huangspeaker“Training” · 51:09

…It has to generate tokens. It has to inference. It's way past training. Now it's in the in the field of inference. So the the…

Jensen Huangspeaker“Open Source” · 6:51

…intelligence today. Thousands of tools and compilers and frameworks and libraries in open source. There's a couple of hundred thousand public projects. CUDA literally is…

Agents: this page as TSV at /api/v1/appearances/jensen-huang:2026-03-16:keynote · words: /api/v1/brief?appearance=jensen-huang:2026-03-16:keynote · columnar JSON in #parrot-data · llms.txt · MCP