Tools

Search

Explore

Videos Channels Figures

Atmrix

About

Tools

Search

Explore

Videos Channels Figures

Atmrix

About

SS

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%.

Video

LP

AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff

@ Lenny's Podcast

AI prompt engineering in 2025: What works and what doesn’t | Sander Schulhoff

06/19/25

Related Takeaways

ZW

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.

AA

Amanda Askell

09/06/24

@ Anthropic

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

A

Anthropic Cast

09/06/24

@ Anthropic

The best prompting can significantly impact the success of an experiment, sometimes making the difference between marginal and substantial model performance.

YC

Y Combinator Cast

05/30/25

@ Y Combinator

Meta prompting involves giving a role to the AI, such as an expert prompt engineer, to enhance the quality of prompts.

A

Anthropic Cast

09/06/24

@ Anthropic

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

YC

Y Combinator Cast

02/09/24

@ Y Combinator

Developer tools for prompt engineering are gaining traction, allowing users to chain prompts and test their effectiveness, which is appealing to college students experimenting with AI.

SS

Sander Schulhoff

06/19/25

@ Lenny's Podcast

The two modes of prompt engineering are conversational, where prompts evolve through interaction, and product-focused, where prompts are critical to product functionality.

YC

Y Combinator Cast

02/28/25

@ Y Combinator

The prompt box in AI interfaces is crucial, and providing pre-built prompts can enhance user experience by guiding them in their input.

A

Anthropic Cast

09/06/24

@ Anthropic

It's important to evaluate prompts by testing them in real scenarios, as this can reveal flaws in the prompt design that need addressing.