Alright, friends. We’re closing out March Debunking AI Month with one more thing I need to get off my chest: I am deeply skeptical of these micro learning AI courses that keep popping up all over my social feed.

You know the ones.

“Learn 47 AI tools in 28 days!”
“Become an AI power user by next Tuesday!”
“Master the future with our daily 10-minute lessons!”

Meanwhile I’m over here thinking… who has time to collect apps like they’re Pokémon? What do I need 10…or 28 different tools? And more importantly, why are we acting like downloading more tools automatically makes you smarter? It’s kind of like hoping if you buy enough self-help books and put them under your pillow you will absorb them through osmosis.

The 28-Day Course That Pushed Me Over the Edge

So I saw this one course, and it had a grid of AI tools it promised to “teach” in 28 days. One screenshot was all symbols, like a tech-themed game of Memory. Another screenshot actually listed the tools.

And I did what any sane person would do. I screenshot it. Then I uploaded it to… you guessed it, AI!

I basically said, “Okay, what are all these apps and why do I need them all?” If you weren’t sure, this is a prompt!

And the AI kind of laughed like I did. Not in a mean way. More like… “Yeah, this is a lot.”

Here’s My Problem With Micro-Dosing AI Courses

Let me be clear, I’m not anti-learning. I’m not anti-AI. I use AI constantly. What I’m anti is this idea that you need to sip a new tool every day like it’s some kind of productivity vitamin.

Because what usually happens is that you don’t build real skill, you build a collection. You end up with 19 logins, 12 subscriptions, and zero workflow to show for it all. Instead, you are overwhelmed. And you still aren’t sure what actually moves the needle in your job.

It kind of reminds me of my travel days, when I met people who were trying to see 20 cities, in 6 weeks. Instead of settling in one or two places and really learning the culture. Micro learning AI tools is not education. It’s app tourism.

The “Tool Stack” Trap

These courses love to sell you the fantasy of an “AI stack.”

Like if you don’t have one tool for writing, one tool for rewriting, one tool for summarizing, one tool for scheduling, one tool for meeting notes, one tool for “brand voice”, one tool for turning your thoughts into a PDF, one tool for turning the PDF into a video, one tool for turning the video into a podcast, one tool for turning the podcast into 73 social posts…then you’re basically living in the stone age.

But in reality, most people don’t need all that. Most people need one or two reliable tools, a clear goal, and a repeatable process they’ll actually use when they’re busy.

What AI Told Me (And Why It Made Me Laugh)

So when I asked AI what all those mystery icons were and why I’d need them, it did two things:

1. It explained what they probably were (writing tools, image tools, video tools, meeting tools, automation tools, etc.).
2. Then it basically said: “You don’t need half of these unless you have a very specific use case.”

It even made up a list of things that might be helpful in my industry… and things that are pointless. And honestly? That’s what got me. Because to be honest, most of them I already used before I knew AI was all the rage. LOL.

Like… we’ve had:

• CRMs
• automation
• scheduling tools
• templates
• follow-up systems
• content calendars
• scripts
• workflows

AI didn’t invent good process. It just makes parts of it faster.

The real question isn’t “What Tools Should I Learn?” The real question is, “What do I need to do more efficiently and more consistently?” (That’s prompting too.)

For my world (and probably yours), the high-value stuff usually looks like:

• writing better follow-up faster
• turning brain dumps into clean messaging
• creating scripts and responses for common questions
• summarizing calls/notes into usable next steps
• keeping tone consistent (warm, personal, human)
• saving time without sounding like a robot

Notice what’s missing? A daily field trip through 28 apps.

A Course That Lists 50 Tools Is Usually Hiding Something

When someone sells “learn all these tools” instead of “solve these problems,” it’s usually because listing tools feels impressive. Tools are flashy. Outcomes are harder.

It’s like saying, “I’m going to teach you every hammer ever made.” Instead of, “I’m going to help you build a house.”

(And if you work in homebuilding, you already know how ridiculous that sounds.)

My Debunking AI Month Takeaway

If you want to use AI well, you don’t need to micro-dose random tools. All you need is CAGIC… not MAGIC.

• Critical thinking (What am I actually trying to accomplish?)
• Asking good questions (What’s missing? What matters?)
• Giving feedback (More warm. Less stiff. Shorter. Clearer.)
• Iteration (Try again, now closer to this.)
• Certainty (Knowing what the hell you are talking about.)

If a course is basically a 28-day parade of logos, I’m going to assume it’s designed to make you feel like you’re learning… while keeping you perpetually overwhelmed.

And if you’re overwhelmed, you’re more likely to keep buying the next course.

What I’m Doing Instead

I’m keeping it simple:

• I use what works
• I ignore what doesn’t
• I Ask AI to help me improve real workflows
• And I stop pretending to need 37 apps to do a job that I’m already pretty successful at

Because the goal isn’t to become an AI tool collector. The goal is to get better at what you do. Faster, clearer, more human. And the bonus is AI makes it easier to show up consistently.

That’s it.

Happy end of March Debunking AI Month.