Skyward Synapses: AI Insights #5

Hello, AI Enthusiasts, and Welcome to this week's Skyward Synapses: AI Insights!

In today’s email, we will talk about:

• How to create high-quality videos with the help of AI

• AgentGPT - AI Agent platform that lets you create autonomous AI agents directly in the web

• ChatGPT Mega-Prompt - a must known concept for Prompt Engineering

Let’s get started!

🎬 Video of the week

AI is not yet able to generate end-to-end high-quality videos. But we can use AI to help us cover a part of the process of video production.

In this video, Matt Wolfe shows how to do it!

💡 Idea of the week

The idea of the week is AgentGPT - an autonomous AI Agent platform that empowers users to create and deploy customizable autonomous AI agents directly in the web. With AgentGPT you can imply assign a name and goal to your AI agent, and watch as it embarks on an exciting journey to accomplish the assigned objective.

AgentGPT works by chaining language models (Agents) to perform a given goal. Recursively, an agent will think of the best tasks to perform a goal, execute on those tasks, evaluate how it performed, and continually think of more tasks.

🧩 Prompt of the week

A Mega-Prompt is a concept introduced by Rob Lennon. It expands on the idea of Role prompting and introduces an easy-to-follow framework that lets you increase the quality of answers! The description of the framework is provided in this Twitter thread:

It is a very interesting concept as it includes a lot of precise and straightforward information that the ChatGPT should follow in order to produce the best possible result.

The Mega-Prompt consists of 6 parts:

• Persona - we assign a role to ChatGPT, e.g. TranscriptFixer

• Task - we explain what is the task

• Context - we give more context about what the input presents and what are the constraints, e.g. this is a transcript of a video.

• Steps to complete the task - we describe a step-by-step process to create an optimal output (e.g. removing stop words, typos, creating summary and resources, etc.)

• Output format - we specify what the output should look like (e.g. bullet list, article, Notion page, table, etc.)

Here is an example prompt written using the Mega-Prompt framework to create Alex Hormozi styled $100M offers:

And here is the output:

📚 Resources

Transform YouTube videos into custom GPT-4 chatbots with Dante AI!

To infinity and beyond,

Luke Skyward