What-if certainty 3/5 debate potential 3/5

Restricting GPT-2 access would have cost years of AI progress

Raza Habib · How to Ship Reliable GenAI Apps: Humanloop CEO on LLM Observability, RAG & Rapid Iteration · Nov 22, 2023 · at 30:18

Raza Habib is the CEO of Humanloop, an LLM evaluation and observability platform. He is commenting on AI safety regulations and open-source models.

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“It would have been really sad for the world, I think, if at the point of GPT-II, we had decided, hey, you know what? This is too dangerous. No one can have access. Cause we would have missed out on all of the past two or three years of incredible progress.”

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More from Raza Habib

Opinion
Habib advocates regulating AI end-use cases rather than banning base models
“And so I'm generally in favor of finding ways to regulate end use cases and make the malicious use of the models be regulated and then punish that very strongly and make people responsible for the end outcomes that I am for banning the underlying technology.”
Raza Habib Nov 22, 2023 ▶ 30:39 How to Ship Reliable GenAI Apps: Humanloop CEO on LLM Observability, RAG & Rapid Iteration
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AI models will cross a capabilities threshold requiring restricted access
“Like there is a capabilities threshold above which it is correct that we would want to restrict access.”
Raza Habib Nov 22, 2023 ▶ 31:52 How to Ship Reliable GenAI Apps: Humanloop CEO on LLM Observability, RAG & Rapid Iteration
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“Because prompt engineering allows you to intervene really quickly, I think it's very important to have evaluation and observability very closely connected to the prompt engineering tools.”
Raza Habib Nov 22, 2023 ▶ 12:08 How to Ship Reliable GenAI Apps: Humanloop CEO on LLM Observability, RAG & Rapid Iteration
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Raza Habib Nov 22, 2023 ▶ 22:37 How to Ship Reliable GenAI Apps: Humanloop CEO on LLM Observability, RAG & Rapid Iteration
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