The 4S Framework: One Framework to Rule Them All
Forget prompt engineering hacks. The 4S framework (Source, Substance, Structure, Style) is the only system you need.
A few months ago, I had an epiphany about the contours of a prompting method that would gradually morph into what I call the 4S framework.
My wife teases me about it. Like "fetch" in Mean Girls, she tells me I should stop trying to make "4S" happen.
But I insist that it's going to happen.
4S is an overarching framework that subsumes other frameworks like P-A-S (problem-agitate-solution) and A-I-D-A (attention, interest, desire, action) into an easy-to-use process for writing anything with AI (plus your own ideas).
The Problem with AI Writing
If you've ever tried writing something with AI, chances are you were disappointed with the results. Or at least, didn't think they were good enough to share with the world, your boss, or whoever.
Maybe the voice was off. Maybe it hallucinated (made up) important details. You figured it would take more time to edit than to just write yourself. It didn't feel right.
This is because it wasn't you. It did what you asked but not what you wanted. It didn't follow your thought process. It didn't understand what was important or unique. And it used words like "delve" and "unleash" in the most cringeworthy ways.
One of the missing pieces was a framework.
What is a Framework?
A framework is a structure that is solid enough to support your creativity, but open-ended enough to give expression to the ideas that are uniquely yours.
As a content creator, I have a bad habit of collecting frameworks that I rarely use. I've amassed a library of best practices, templates, and essential elements for everything from landing pages, to welcome sequences, book chapters, opening hooks, headlines, and every imaginable kind of social media post.
My first "a-ha" moment about Large Language Models was how adept they are at polishing rough, low fidelity "source material."
My second epiphany was how much better they are at the above task when you also provide them just a bit more structure and information about your objectives.
Enter the 4S framework.
The Four S's
The basic framework is deceptively simple. There are 4 elements of effective AI-assisted writing, and they all start with S:
Source: Your raw material, the treasure trove of your ideas
Substance: The core message, your "big idea worth sharing"
Structure: The framework that fits your content and guides your reader
Style: Your unique voice that makes the content unmistakably yours
Source
AI excels as a repurposing and transformation engine, not just a text generator.
A podcast transcript or hastily composed voice memo often contains the seeds of genius — diamonds in the rough. I used to polish these manually, but now AI does it in 1/10 the time, producing higher quality results. When I first used Notion's "improve writing" tool on an AI-generated transcript, the result seemed like sorcery.
Now, I call it sourcery: transforming base inputs into gold.
Substance
The real alchemical transformation comes when you enlist AI to first help you distill a body of content into its diverse elements. This is where substance comes into play. AI helps reorganize those elements around the core ideas, the "big idea worth sharing."
Structure
Structure — your chosen framework — is the skeleton that holds it all together. Whether it's a Standard Operating Procedure or a compelling narrative arc, the right structure guides both the AI and your reader through your ideas.
This is where the 4S framework becomes the "One Ring to Rule Them All," but instead of rings of power, we're talking hard-hitting frameworks. Different frameworks get different jobs done, and some are more appropriate for certain kinds of source material and substance.
But if you don't specify any structure, ChatGPT (and even Claude) will default to the lowest common denominator framework — the kind of essay structure your middle school teacher tried to get you to follow, with a beginning, a middle and an end. Yawn.
Style
Style might seem to be the cherry on top. Sometimes, style is secondary (as in the case of a Standard Operating Procedure), but don't underestimate its importance.
As Strunk and White taught us, good style is about conveying meaning clearly without too many words. But it also serves other purposes, like capturing attention, holding it, earning your readers trust, and ultimately, changing their mind.
The Framework of Frameworks
You really can't overlook any of the 4 S's if you plan to write with AI, at least not if you want to stand out in the endless sea of content that is produced every day.
The framework is simple, and the applications are almost endless. It is enhanced and supplemented by every other framework you encounter.
I'm not saying 4S is the end-all-be-all. Perhaps there's a 5th 'S' out there waiting to be discovered. But for now, I'm sticking with 4S.
Let's make 4S happen together.