Breaking Down Tasks for AI Agents

The Prompt Desk

May 8 2024 • 21 mins

In this insightful episode, hosts Bradley and Justin tackle the challenge of managing expectations when using large language models (LLMs) and AI agents for tasks like content creation and website interactions. They dispel the common misconception that these systems can produce perfect outputs right out of the gate without any human guidance.

Instead, the hosts emphasize the importance of breaking down complex workflows into structured components that can be fed to the AI incrementally, just as you would with training an intern. They explore illuminating examples that illustrate how mimicking human thought processes, like scanning website navigation links, yields better results than expecting the AI to seamlessly parse pages from pixels alone.

Bradley and Justin provide a pragmatic perspective on getting optimal performance from today's AI capabilities by being realistic about their strengths and limitations. You'll walk away with valuable insights on the nuanced approach needed to effectively leverage LLMs and AI agents for robust task execution. Don't miss this engaging discussion on right-sizing your expectations.


Continue listening to The Prompt Desk Podcast for everything LLM & GPT, Prompt Engineering, Generative AI, and LLM Security.
Check out PromptDesk.ai for an open-source prompt management tool.
Check out Brad’s AI Consultancy at bradleyarsenault.me
Add Justin Macorin and Bradley Arsenault on LinkedIn.

Please fill out our listener survey here to help us create a better podcast: https://docs.google.com/forms/d/e/1FAIpQLSfNjWlWyg8zROYmGX745a56AtagX_7cS16jyhjV2u_ebgc-tw/viewform?usp=sf_link


Hosted by Ausha. See ausha.co/privacy-policy for more information.

You Might Like

Acquired
Acquired
Ben Gilbert and David Rosenthal
Darknet Diaries
Darknet Diaries
Jack Rhysider
Hard Fork
Hard Fork
The New York Times
Marketplace Tech
Marketplace Tech
Marketplace
WSJ’s The Future of Everything
WSJ’s The Future of Everything
The Wall Street Journal
Search Engine
Search Engine
PJ Vogt, Audacy, Jigsaw
TechStuff
TechStuff
iHeartPodcasts
Rich On Tech
Rich On Tech
Rich DeMuro
The Vergecast
The Vergecast
The Verge
Waveform: The MKBHD Podcast
Waveform: The MKBHD Podcast
Vox Media Podcast Network