“And then I spent 20 hours prompt engineering for a task, and Dyspy beat me in 10 minutes, and that's when I changed my mind.”
quote is from the automated transcript, cleaned for reading:
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More from Sander Schulhoff
Opinion
Schulhoff: Role Prompting Does Not Improve Accuracy on Modern LLMs
“For accuracy-based tasks, like MMLU, you're trying to solve a math problem, and maybe you tell the AI that it's a math professor, and you expect it to have improved performance. I really don't think that works. I'm quite certain that doesn't work on more moder…”
Sander SchulhoffSep 20, 2024▶ 17:08The Ultimate Guide to Prompting - with Sander Schulhoff from LearnPrompting.org
AssertionSupported
Schulhoff: LLMs Rely More on Prompt Structure Than Exemplar Labels
“There are a number of papers which have found that the label of the exemplar doesn't really matter, and the model reads the exemplars and cares more about structure than label.”
Sander SchulhoffSep 20, 2024▶ 26:41The Ultimate Guide to Prompting - with Sander Schulhoff from LearnPrompting.org
Opinion
Schulhoff: Hiring Dedicated Prompt Engineers Makes No Sense for Most Companies
“I have always viewed prompt engineering as a skill that everybody should and will have, rather than a specialized role to hire for. That being said, there are definitely times where you do need just a prompt engineer. I think for AI companies, it's definitely …”
Sander SchulhoffSep 20, 2024▶ 48:11The Ultimate Guide to Prompting - with Sander Schulhoff from LearnPrompting.org
Insight
Schulhoff: Prompt injection overrides developer instructions; jailbreaking bypasses model directly
“Basically prompt injection is something that occurs when there is developer input, In the prompt, as well as user input in the prompt. So the developer instructions will say to do one thing, the user input will say to do something else. Jailbreaking is when it…”
Sander SchulhoffSep 20, 2024▶ 51:52The Ultimate Guide to Prompting - with Sander Schulhoff from LearnPrompting.org
AssertionSupported
Schulhoff: Preamble Discovered Prompt Injection Before Riley Goodside
“Preamble is the company that first discovered Prompt Injection, even before Riley, and they, like, responsibly disclosed it, kind of, internally to OpenAI”
Sander SchulhoffSep 20, 2024▶ 4:46The Ultimate Guide to Prompting - with Sander Schulhoff from LearnPrompting.org
AssertionSupported
Schulhoff: Few-Shot Exemplar Order Can Shift Model Accuracy From 0% to 90%
“How you order your exemplars in the prompt is super important. And we've seen this move accuracy from like zero percent to 90%, like Zero to state of the art on some tasks, which is just ridiculous”
Sander SchulhoffSep 20, 2024▶ 22:22The Ultimate Guide to Prompting - with Sander Schulhoff from LearnPrompting.org
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