Karol Hausman

9 statements across 1 episodes · 7 bullish · 0 bearish · 1 people on the record · first statement Apr 26, 2025 by Karol Hausman · said 2 times in 2 episodes since 2025 · across every show →

On the record as a speaker too: Karol Hausman's record, appearances and statements → this page counts the times other people say the name.

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Everything said about Karol Hausman, oldest first

Apr 26, 2025 positive
Insight
Hausman: Robot physical actions function as another language for multimodal models
“And what we start to realize is that all of these different data sources contribute to each other. They give you just like a bigger picture of what the world is like and better understanding. And it just turns out that robot actions is just like yet another la…”
Karol Hausman Apr 26, 2025 ▶ 26:15 The Race to Create General-Purpose Robots | Karol Hausman & Lachy Groom on TBPN
Apr 26, 2025 positive
Assertion Not checkable as stated
Hausman: Physical Intelligence's model converses as well as open-source VLMs
“The model that we have already is the model that you can talk to, and it works, you know, just as well as open source BLMs.”
Karol Hausman Apr 26, 2025 ▶ 26:35 The Race to Create General-Purpose Robots | Karol Hausman & Lachy Groom on TBPN
Apr 26, 2025 bullish
Prediction Open · timeframe Apr 2030
Hausman: Most future frontier AI models will train on real-world robot data
“So I think over time, it's quite likely that, that the places are gonna switch a little bit, where most of the models, including, you know, LLMs and BLMs, are gonna be using real-world data collected through robots, because that's the data that has no ceiling,…”
Karol Hausman Apr 26, 2025 ▶ 22:39 The Race to Create General-Purpose Robots | Karol Hausman & Lachy Groom on TBPN
Apr 26, 2025 neutral
Assertion Not checkable as stated
Hausman: Robotics AI does not yet possess LLM-style compute scaling laws
“We are not there yet in terms of like having a full scaling law the same way as we've seen for LLM companies where you can just translate prog compute to progress to capability.”
Karol Hausman Apr 26, 2025 ▶ 21:52 The Race to Create General-Purpose Robots | Karol Hausman & Lachy Groom on TBPN
Apr 26, 2025 positive
Insight
Hausman: Robot models require surprisingly few environments to generalize to new ones
“So far we've been quite surprised by how few different environments you need to see to be able to generalize to a new one.”
Karol Hausman Apr 26, 2025 ▶ 11:33 The Race to Create General-Purpose Robots | Karol Hausman & Lachy Groom on TBPN
Apr 26, 2025
Disclosure
Hausman: In-home mobile manipulator data is a tiny training dataset fraction
“Interestingly, most of the data is actually not the model manipulators in many different homes. It's a very, very small percentage of it.”
Karol Hausman Apr 26, 2025 ▶ 6:53 The Race to Create General-Purpose Robots | Karol Hausman & Lachy Groom on TBPN
Apr 26, 2025 bullish
Disclosure
Hausman: Physical Intelligence's robot demonstrations are fully end-to-end
“So end-to-end robotics is already here. Everything we've shown so far is fully end-to-end where you take camera input in and view other sensors and output actions directly.”
Karol Hausman Apr 26, 2025 ▶ 16:30 The Race to Create General-Purpose Robots | Karol Hausman & Lachy Groom on TBPN
Apr 26, 2025 positive
Insight
Hausman: Diverse data across robotic form factors and tasks cross-transfers
“And it turns out if you collect very diverse data across many different tasks from many different form factors, they all contribute to each other. And that they contribute to a better understanding for the model of what actually is happening and how to utilize…”
Karol Hausman Apr 26, 2025 ▶ 6:27 The Race to Create General-Purpose Robots | Karol Hausman & Lachy Groom on TBPN
Apr 26, 2025 bullish
Assertion Not checkable as stated
Hausman: A small robot fleet generates LLM-scale model training data volumes
“I think that's one thing that, that I realized since starting the company is that robots generate a ton of data and you don't need that many to generate data that is close to the levels that LLM companies use for their models.”
Karol Hausman Apr 26, 2025 ▶ 22:18 The Race to Create General-Purpose Robots | Karol Hausman & Lachy Groom on TBPN
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