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RLHF

4 statements across 4 episodes · 1 bullish · 0 bearish · 4 people on the record · first statement Apr 11, 2025 by Aatish Nayak · across every show →

Everything said about RLHF, oldest first

Apr 11, 2025
Assertion Supported
Nayak: Scale AI Partnered With OpenAI on Early GPT-2 RLHF
“Scale partnered with open AI very, very early on before chat GPT came out. This was like very early on RLHF when they were trying to tune models to summarize better based off of Reddit passages. And this is on GPT two.”
Aatish Nayak Apr 11, 2025 ▶ 8:22 20Product: How Scale AI and Harvey Build Product | Why PMs Are Wrong: They are not the CEOs of the Product | How to do Pre and Post Mortems Effectively and How to Nail PRDs | The Future of Product Management in a World of AI with Aatish Nayak
Jul 21, 2025 bullish
Assertion Not checkable as stated
Chen: ChatGPT served as a massive inflection point for Surge AI
“Things definitely hit an excellent point with ChatGPT because I think people just saw how Incredibly valuable human data and RHF was. So definitely chat CPT was an inflection point for us, but even before that we were, we had very strong growth.”
Edwin Chen Jul 21, 2025 ▶ 34:04 Surge CEO & Co-Founder, Edwin Chen: Scaling to $1BN+ in Revenue with NO Funding · 20VC with Harry Stebbings
Sep 15, 2025 neutral
Assertion Supported
Surge AI is the largest player in RLHF data
“Surge is the largest player in RLHF”
Brendan Foody Sep 15, 2025 ▶ 58:58 Mercor CEO & Co-Founder, Brendan Foody: How They Grew from $1M to $500M in 17 Months · 20VC with Harry Stebbings
Dec 31, 2025
Insight
Fitzpatrick: RLHF is the only way to accurately fine-tune context-specific AI
“And so the only way to actually do the fine-tuning process consistently And to get it accurate for any specific context is RLHF.”
Matt Fitzpatrick Dec 31, 2025 ▶ 52:12 Matt Fitzpatrick: Who Wins the Data Labelling Race & Why Al Needs Forward-Deployed Engineers · 20VC with Harry Stebbings
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