Younis: Applied Intuition holds hundreds of petabytes of proprietary AI data
Qasar Younis · Why Physical AI Is the Next Frontier | The a16z Show · Jul 21, 2026 · at 15:27
Qasar Younis, co-founder of Applied Intuition, discusses proprietary data collection capabilities required for training physical AI systems.
0:00 / 0:01exact quote · 1.5s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“We already have hundreds of petabytes of data.”
quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →
More from Qasar Younis
Younis: US is doomed if commercial software firms refuse DOD support
“If small and large commercial software companies don't support our government, and specifically the Department of Defense, we're screwed.”
Younis: Future warfare will be software-defined, not driven by hardware
“I think it's not controversial to say that the conflicts of the future are going to be software defined. They're, it's not going to be very traditional conflicts where you have You know aircraft carriers lining up or you have tank columns”
Younis: Software engineers hold senior defense decision-making roles in China
“In China, this is, you know, this is the reality. Engineers software engineers are very senior within the party and within the defense apparatus, and they are making these decisions”
Younis: Chinese auto dealerships offer assisted parking capabilities nonexistent in the West
“You can go to the dealership and try, you know, assisted, assisted parking in a way that does not exist anywhere in the West.”
Yudis: Tesla and Waymo autonomous vehicle approaches will technically converge
“And so the next kind of 10 years is, and I think what you'll ultimately see is, like, somewhat of a very technical convergence, because the Tesla system is a very sensor light system. It's basically just a camera system. And the Waymo system is very sensor hea…”
Yudis: Transformer architectures bring LLM-style data scaling laws to autonomy
“There's a similar you know, let's say paradigm shift happening in autonomy and in vision systems as well with transformers, and so what that ultimately means in autonomy is the similar dynamics in large language models, you can put lots of data in, and you get…”