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Bryan Catanzaro

VP of Applied Deep Learning Research, NVIDIA · 1 appearance on the record.

computed by AI from the episodes · how this works → · full disclaimer →

executivescientistengineerauthor@ctnzr ↗LinkedIn ↗ctnzr.io ↗

Bryan Catanzaro heads NVIDIA’s Applied Deep Learning Research team, directing projects spanning chip design, graphics, and the Nemotron open-model family. He previously helped create cuDNN, co-invented DLSS, and co-developed the Megatron-LM framework for training large language models.

9statements → 3claims → 2claims resolved → 3.56/5average certainty → 2.56/5average debate potential → ≈4.5/5argument clarity, estimated → 1said about them ↓

2 supported 0 partly supported 0 contradicted 1 not checkable as stated how the 3 claims stand · each chip opens the sources

1 prediction · 2 assertions · 1 opinion · 4 insights · 1 what if · every statement was checked. The prediction and assertions are the 3 claims: statements the public record can support or contradict. 2 are resolved, and 1 names no date, number or outcome precise enough to check. Everything else (opinions, insights, what ifs, disclosures) can never be settled by the record, so it carries no assessment.

The record, in short

What the tape says about how Bryan argues and how the claims held up. Everything they said, and everything said about them, is in the tabs below.

Their most notable supported claim

Assertion Supported
Catanzaro: About 40% of NVIDIA data center GPUs go to inference
“Jensen said in the earnings call this week that somewhere around 40% of our data center GPUs were going for inference, which I think is you know, pretty amazing and definitely a shift from where things have been a few years ago.”
Bryan Catanzaro Feb 28, 2024 ▶ 13:39 NVIDIA's Artifical Intelligence Moat & Origins — With Bryan Catanzaro

How they sound: not measured why? →

We measure speaking style by listening to the audio itself, and a fair number needs at least 2,000 words from one person on tape we have measured. There is too little of Bryan Catanzaro on measured tape to publish a rate. This says nothing about how they speak.

Everything Bryan Catanzaro said on Big Technology that made the record, most notable first. Filter by type, assessment or year in the ledger →

Prediction Not checkable as stated
Catanzaro: Humans will primarily interact with AI inside virtual worlds
“And I think that the primary way that people are going to interact with AI is going to be in virtual worlds. Because I think that's going to be the most natural way of interaction in the most useful way.”
Bryan Catanzaro Feb 28, 2024 ▶ 20:19 NVIDIA's Artifical Intelligence Moat & Origins — With Bryan Catanzaro
Insight
Catanzaro: Training data and compute matter more than AI model architecture
“The model is less important than the data. And the compute that goes into training the model. If you have a model that has really excellent compute properties that allows you to scale really well, efficiently to, you know, many thousand of GPUs, the kinds of r…”
Bryan Catanzaro Feb 28, 2024 ▶ 43:46 NVIDIA's Artifical Intelligence Moat & Origins — With Bryan Catanzaro
Insight
Catanzaro: ChatGPT signaled an era where applied AI research dominates academics
“To me, that was a statement that we were entering a new era of AI where applied research starts to dominate, you know, so Chachapiti didn't come out with a fully fledged academic paper that described exactly what they did to make it so awesome. But because the…”
Bryan Catanzaro Feb 28, 2024 ▶ 50:55 NVIDIA's Artifical Intelligence Moat & Origins — With Bryan Catanzaro
Opinion
Catanzaro: The greatest risk with AI is failing to adopt it
“I think the scariest thing for me is you know, are we gonna you know, not figure out how to use this technology? Because I think we desperately need it. I think our world desperately needs more intelligence.”
Bryan Catanzaro Feb 28, 2024 ▶ 56:04 NVIDIA's Artifical Intelligence Moat & Origins — With Bryan Catanzaro
Assertion Supported
Catanzaro: About 40% of NVIDIA data center GPUs go to inference
“Jensen said in the earnings call this week that somewhere around 40% of our data center GPUs were going for inference, which I think is you know, pretty amazing and definitely a shift from where things have been a few years ago.”
Bryan Catanzaro Feb 28, 2024 ▶ 13:39 NVIDIA's Artifical Intelligence Moat & Origins — With Bryan Catanzaro
Assertion Supported
Catanzaro: NVIDIA Hopper GPUs feature superior circuits designed by internal AI
“Our hopper GPUs, for example, have a lot of circuits in them that were designed by AI that we built ourselves that have better speed and power and cost characteristics than we knew how to build with any other tool.”
Bryan Catanzaro Feb 28, 2024 ▶ 17:11 NVIDIA's Artifical Intelligence Moat & Origins — With Bryan Catanzaro
What-if
Catanzaro: AI community would have found a Transformer alternative without Google
“If Google had not open source that or had not published that paper but if we started seeing like incredible language modeling results we would have figured out some sort of a model that had good scalable properties that that could help with this space.”
Bryan Catanzaro Feb 28, 2024 ▶ 45:39 NVIDIA's Artifical Intelligence Moat & Origins — With Bryan Catanzaro
Insight
Catanzaro: Accelerated computing requires optimizing the full stack for key workloads
“Acceleration really is about specialization. It's about being able to focus and prioritize and say, this is the workload that matters most, and I'm going to optimize the entire stack for that workload.”
Bryan Catanzaro Feb 28, 2024 ▶ 4:36 NVIDIA's Artifical Intelligence Moat & Origins — With Bryan Catanzaro
Insight
Catanzaro: Treat life like gradient descent by iterating rather than over-planning
“I think that you know, you could spend an awful lot of time trying to be very precise about what direction to go to make things better, but often the right thing to do is just make a guess, take a step, And then reevaluate what the best direction is next, and …”
Bryan Catanzaro Feb 28, 2024 ▶ 28:05 NVIDIA's Artifical Intelligence Moat & Origins — With Bryan Catanzaro

The other half of the tape: Bryan Catanzaro's own voice is left out of every number here. Other people bring the name up 1 time in 1 episode on Big Technology. every mention, with the transcript →

Who brings them up most Alex Kantrowitz 1

Every mention by year

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2024 1 mention in 1 episode

Appearances (1)

EpisodeDateSpeaking time
NVIDIA's Artifical Intelligence Moat & Origins — With Bryan Catanzaro Feb 28, 2024 41m
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