Sander Schulhoff
speaker
947 appearances
1 recordings
1 series
first heard Jun 2025
last heard Jun 2025
Sander Schulhoff’s voice in public audio — every appearance, attributed to the second.
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Uh, you will learn the most from just trying and interacting with chatbots and talking to them than anything else, including, you know, reading resources, taking courses, all of that.
But if there were one technique that I could recommend people, uh, it is few shot prompting, which is just giving the AI
examples of what you wanted to do.
So maybe you wanted to write an email.
in your style, but it's probably a bit difficult to describe your writing style to an AI.
So instead, you can just take a couple of your previous emails, paste them into the model, and then say, hey, you know, write me another email, say I'm coming in sick to work today, and style it like my previous emails.
So just by giving it examples of what you want, you can really,
Oh, so technically that would be zero shot.
Zero shot a lot.
Yeah, I will say like in all fairness, uh across the industry and across different industries, there's like different meanings of these, but zero shot is no examples, one shot is one example, and few shot is multiple.
even within ML, there's research papers that call what you described uh one shot.
So
Okay,
My main advice here, uh, although, you know, actually before I say my main advice, I should preface it by saying we have an entire research paper out called the Prompt Report that goes through like all of the pieces of advice on how to structure a few shot prompt.
But my main advice there is choose a common format.
So XML, great.
If it's like
I don't know, I don't know, like question colon, uh, and then you kinda input the question then answer colon and you input the output.
That's great too.
It's a more like research uh researchy approach, but just uh take some common format out there that the LLM is comfortable with.
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