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Atmrix

About

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Amanda Askell

09/06/24

@ Anthropic

A good prompt engineer must communicate clearly, iterate on prompts, and anticipate potential misinterpretations by the model.

Video

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AI prompt engineering: A deep dive

@ Anthropic

09/06/24

Related Takeaways

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Anthropic Cast

09/06/24

@ Anthropic

A good prompt engineer should be able to step back from their own knowledge and communicate the necessary information clearly to the model.

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Anthropic Cast

09/06/24

@ Anthropic

Reading prompts and model outputs closely helps improve prompting skills; experimentation is key.

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Zack Witten

09/06/24

@ Anthropic

Prompt engineering is about getting the model to perform tasks effectively by clear communication and understanding the model's psychology.

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Sander Schulhoff

06/19/25

@ Lenny's Podcast

Prompt engineering is crucial; bad prompts can lead to 0% accuracy, while good prompts can boost performance to 90%.

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Zack Witten

09/06/24

@ Anthropic

The engineering aspect of prompt engineering comes from the ability to experiment and iterate on prompts without interference, allowing for systematic improvements.

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Anthropic Cast

09/06/24

@ Anthropic

The skill of prompting is about introspection, understanding what you want, and making yourself legible to the model.

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Anthropic Cast

04/24/25

@ Anthropic

There's a risk of overcomplicating prompts by trying to anticipate every possible issue the model might face, which can lead to ineffective results.

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Anthropic Cast

09/06/24

@ Anthropic

When prompting, it's important to give the model an 'out' for unexpected inputs, allowing it to indicate uncertainty when necessary.

MB

Matt Biilmann

03/08/25

@ a16z

The skill of prompting AI models is crucial; those who understand how to communicate effectively with these models can create more sophisticated and creative outputs.