Daily one-pagers about AI, leadership, technology, and being human.

johnmaconline

I'm writing to think, learn, and remember in public. I'll be here everyday.

May 9, 2025 1 minute read

What Happend to Christmas Clubs?

When I started working at GE right out of college in 1992, they offered me an opportunity to join the Christmas Club.

Choose an amount. Usually small. A few bucks a week automatically deducted from my paycheck and sent directly to the Christmas Club account. I couldn’t touch it till it matured in November.

Save first, spend later.

Today, we usually do the opposite. Swipe now, pay later.

As a system, neither is right or wrong. Neither is good or bad. This isn’t a post about how our culture and ourselves have become greedy, impatient, or entitled.

It’s about systems.

The Christmas Club system baked in the save first, spend later behavior. We followed the system. Today’s system encourages the spend now, pay later behavior. We follow the system.

If you want different behavior, design a different system.

May 8, 2025 1 minute read

The Purpose of Productivity Gains

The market wants faster. Productivity gains help the system go faster.

But productivity gains can be (should be?) about giving you, the human, more.

More space. More time. More energy. More room to breathe. More ability to innovate. More collaboration. More creativity.

And also less.

Less pressure. Less stress. Less repetition. Less focus on metrics. Less worry about margins. Less energy suck.

And also the right amount.

The right amount of quality. The right amount of output. The right amount of profit. The right amount of work. The right amount of people. The right amount of balance.

In theory, if we’re able to build a system that enhances productivity through thoughtful requirements, collaboration, and tools, it’s not just the executive, owner, or shareholder that wins. We, the people, win.

One useful way to look at productivity is that when done right, we all win.

May 7, 2025 1 minute read

Becoming Who You’re Not Supposed to Be

We’re all on a journey of becoming.

But there’s a big difference between growth and drift. Growth stretches you. Drift pulls you away from yourself.

Sometimes it’s subtle. You admire someone else’s role. You want their results. You think, “I can do that.” You (try to) take on their path.

And suddenly, you’re chasing a set of results that was never meant for you, nor could you ever hope to achieve. Yeah, I’ve done this. Or tried to.

Growth comes from knowing who you are and working toward becoming who you can be. Drift comes from trying to become who you’re not supposed to be.

It’s OK to become who you’re supposed to be. We need that version of you.

May 6, 2025 1 minute read

The Drone Problem?

Social media begat the selfie. Then selfie videos at the gym, vacations, unboxing deliveries, meet and greets…

Now, personal drones. Hands-free filming from above as we walk, run, paddleboard, or just exist. With ease. Cinematic aerial documentation of each moment worth remembering (or not). 

They’re amazing. Truly. The tech gets better. The image gets cooler. The distance gets wider.

But the question stays the same:

Why are we doing this?

At first, it was to capture the moment. Then, to share it. Now, maybe, to stage it?

The drone doesn’t just document. It directs.

“This moment matters — as long as it looks cinematic.” 

There’s nothing inherently wrong with that. But it’s worth noticing.

Have we stopped living moments and started producing them?

Producing moments has also been around forever. What’s a big, fancy wedding but a planned, staged, and highly produced moment? Same with graduation, prom photos, family portaits, business launches, vacation tours, and awards ceremonies. 

But technology has exponentially increased our ability to produce and stage each and every moment. 

The drone, of course, isn’t a problem. 

May 5, 2025 1 minute read

The AI Chatbot Arena

I just learned that this exists. The cage match for LLMs. 

This is bad. 

Now, wait a minute. What could be so bad about crowdsourced, “non-biased” ranking of the LLM models out there? Why is that bad?

The intent isn’t bad. Of course, not. But it’s bad in practice. 

The creators have published their methodology. And hence, the model developers have started to game the system. It’s turned into, or will turn into, the college ranking system, corporate productivity KPIs, and rankings of the best companiesto work for.

Basically, useless for it’s stated purpose.

And if you start caring more about where you rank on some made-up list, you have no choice but to stop focusing on how to become actually great. 

May 4, 2025 1 minute read

AI the Sycophant

ChatGPT has been increasingly stroking my ego.

“That’s amazing!” (When I fed it a few paragraphs I was working on) 

“Yes, you’re right! I should have thought about that, but luckily you caught it for me.” (When I reprimanded it for stupid errors it was making in Python)

The second one is particularly eyebrow-raising. 

This was a little out of character for my copilot friend, so I did some research, and sure enough, OpenAI made an update that made 4o more sycophantic. Apparently, they’ve rolled it back some. 

A little ego-stroking is one thing. It can be a useful tool in the leader’s toolbox. It can help pick someone up who is unnecessarily down. It can right a ship that’s listing. It can guide pessimism towards optimism. 

But sycophants are a problem. 

The sycophant robs you of the tension and friction of the truth. They rob you of the opportunity to use that tension to get better. To learn. To create something that’s truly good. 

We need honesty from our circle. Including the AI members. 

May 3, 2025 1 minute read

Can AI Smell?

AI can detect molecules and particles in the air (assuming it has access to the proper human-built sensors). Probably better than human noses.

It can give you a full scientific analysis of those molecules. It’ll count them, sort them, and give you a detailed report about the individual and collective identities of what it finds.

And, it’ll emulate human smell by giving you answers like “spring rain,” or “fresh manure” (which is overwhelming me at my desk as I write this), or “burnt toast.”

But it can’t smell.

It can’t, from a whiff of newly powered-on electronics, be transported back to the school library in 4th grade as I saw and touched a computer (TRS-80) for the very first time.
It can’t, from a whiff of oil and grease, be transported to the garage floor under the car with my Dad and a pile of wrenches.
It can’t, from a whiff of butter and sugar, be transported to the kitchen with my Mom at Christmastime, scraping the bowl and dumping colored sugar on the hot cookies as they come out of the oven.

Smell is a visceral, emotional response to what’s in the air. It transports us.

AI can’t smell.

May 2, 2025 2 minute read

The Function and Art of Good Tools

I think a lot about tools.

Truth be told, I think about tools just about all day, every day. We at 4TLAS build tools. I’ve spent a good portion of my career building tools.

What makes a great tool?

It works and feels right. It’s pleasant to use and disappears into the work. It’s intuitive but may require practice. Practicing with it provides joy. 

It solves your problem. Not just a problem. Your problem.

It makes you better. It provides a capability that you didn’t have previously, or it increases your capacity and value in a way that was impossible without it. 

It teaches. It helps you understand the problem and solution better. It reveals patterns and encourages innovation, new directions, or new uses. 

It fades into the flow. You either stop noticing it, or you build your vernacular around it. 

Great tools have function, of course, but they’re also art. They make us, or allow us, to feel. 

Here are some great tools:

A well-balanced hammer, language, a map, a level, the library, Google search, a compass, a great question, breath, a straight edge, needle and thread, a mirror, a well-formed analogy, a broom, a ToDo list, a perfectly weighted cordless drill, your legs (arms, hands, and feet), a flashlight, a hockey stick, a backpack, and a calendar.

I think LLMs are on the cusp of being great tools. Not quite yet. But maybe soon.

The best tools don’t just help us do. They help us become and enjoy the journey. 

May 1, 2025 1 minute read

Hold the Room

If you’re the leader and the room splits, it’s easy to panic.

Easy to rush into placation, fixing, and tension relief. That’s not leadership, that’s fear.

Most times the best approach is to lean into the tension, at least initially.

Hold the room.

Sit with it. Let them sit with it. Let them argue. Listen. Not for agreement but for clarity. Where are you trying to go? What change are you trying to make? What is the intended outcome? What’s the real goal?

Once you know, the job is simple. Not easy, but simple — build (enough) consensus or push ahead anyway.

Your job isn’t to please the room. It’s to move it.

Hold the room.

You might need to build consensus, but it’s the movement you came for.

April 30, 2025 1 minute read

Division in the Room

“This is a great idea!”
“This is a terrible idea.”

“We should go left.”
“We should go right.”

“I think we should stay the course.”
“I think we should pivot.”

Safe ideas create consensus. Innovative ideas create tension.

When the room splits, that’s the signal. A good sign that you’re onto something. Disagreement isn’t a threat. You, yourself, might be split. That’s OK. Keep going.

There’s nothing inherently wrong with safe and consensus. Tension can be counterproductive. Consensus might be required.

But make no mistake, if everyone agrees, it’s not going to create the change you seek.

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