real-world data

also referred to as: real world data

3 statements across 2 episodes · 1 bullish · 1 bearish · 2 people on the record · first statement Mar 4, 2026 by John Arnold · across every show →

Everything said about real-world data, oldest first

Mar 4, 2026 negative
Opinion
EdTech vendors' remarkable student results never appear in real-world educational data
“And you talk to any of these providers of an ed tech platform, and they have all this data they're going to show you about the remarkable results that they get from their students. And then you step back and you just never see it in the actual data, you know, …”
John Arnold Mar 4, 2026 ▶ 1:10:03 The World's Greatest Energy Trader on Markets, China, and AI · Invest Like The Best
Mar 31, 2026 positive
Assertion Supported
Levine: Robotic manipulation depends on real-world data over simulation
“There are the approaches that work well for robotic manipulation that often are the opposite. They often use very little simulated data, often use large amounts of real world data, and very large foundation models.”
Sergey Levine Mar 31, 2026 ▶ 33:58 World's Top Researcher on AI, LLMs, and Robot Intelligence · Invest Like The Best
Mar 31, 2026 neutral
Assertion Supported
Levine: Acrobatic Humanoid Demos Rely on Simulation, Not Real-World Data
“If you've seen videos of humanoids doing all these acrobatics, right? There's a particular pipeline that makes that work, which is very heavily reliant on simulation, and actually very light on real world data, often almost, often actually zero real world data…”
Sergey Levine Mar 31, 2026 ▶ 33:35 World's Top Researcher on AI, LLMs, and Robot Intelligence · Invest Like The Best
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