Calvin's Updates

The Latchkey Club Daily Draft — August 4, 2026

Teleprompter / Blog Script

I was sitting in front of a blank document the other day, and I caught myself reaching for AI before I had decided what I thought.

I wasn’t stuck. I hadn’t tried and failed. I just knew the tool could give me a clean first draft faster than I could work through the messy beginning.

And I use AI all the time, so that normally wouldn’t bother me. But this time it did a little, because the messy beginning was probably the part I needed.

Welcome back to the channel, guys.

Today I wanted to talk about something I’m still trying to work out: if AI can remove mental effort from almost everything, which effort should I let it remove, and which effort should I keep?

At 57, I’m thinking about this differently than I would have at 27.

Back then I probably would have measured the tool by speed. Does it finish the task? Does it save time? Does the output look good?

Those questions still matter. I have a job, a family, appointments, projects, and all the loose ends that seem to reproduce when nobody is watching. I don’t need to prove anything by manually sorting information that a computer can sort in ten seconds.

I use AI for research, reminders, calendar coordination, organizing notes, and building tools. It can take a complicated process I understand and help turn it into something usable. That has been a real advantage for me.

But I also started this channel partly because I wanted to keep writing, speaking, and thinking. It gives me a reason to take a half-formed thought and stay with it long enough to figure out what I actually mean.

If I ask AI to do that part every morning, I can still publish a video. I’m just not sure I’m getting the thing I came here for.

There has been more discussion lately about cognitive offloading. That is the formal phrase for letting a tool carry mental work we used to carry ourselves.

We have been doing that for a long time.

I don’t remember many phone numbers now because my phone remembers them. I don’t always build a route in my head because navigation tells me where to turn. Spellcheck catches words I used to have to stop and think about. Search engines made it unnecessary to remember exactly where I learned something.

Some of that is fine. I don’t think memorizing every phone number was secretly making us wise.

But most of us have also had the experience of following GPS somewhere, arriving safely, and having no idea how to get home without it. We completed the trip, but we never built the map.

AI can do something similar with ideas.

It can give me the answer, organize the argument, write the email, summarize the report, and suggest the decision. I may finish the task and still fail to build any understanding of my own.

A Harvard Gazette discussion on this made a distinction I keep coming back to. Producing the assignment is not the same as learning through the assignment. If the output becomes the only goal, AI can make the output easier while quietly removing the reason the work mattered.

That was written mainly in the context of education, but I think it applies to aging too.

I want technology to reduce the mental clutter that wears me out. I don’t want it to remove all the mental resistance that keeps me engaged.

Those are not always easy to separate.

Sorting fifty calendar entries is clutter. Deciding which commitment deserves my time is judgment.

Summarizing a long document may save me an hour. Deciding whether the summary left out the one uncomfortable fact is judgment.

Drafting a list of retirement questions can be useful. Deciding what kind of life I’m preparing for cannot be delegated to a prompt.

The older I get, the more I care about that distinction because efficiency isn’t my only goal anymore. I want to stay capable. I want to remain curious. I want to be able to explain why I believe something instead of saying the computer sounded confident.

And I don’t want to make this dramatic. Using an AI assistant is not going to erase my brain by Friday.

The research is still developing, and even the experts don’t reduce this to “AI makes you smarter” or “AI makes you dull.” It depends on how the tool enters the work.

If I use it after I have wrestled with the question, it may challenge me, find a hole, or show me another way to look at it.

If I use it before I have formed any thought at all, the first answer can become the track my mind follows. I may edit the words, but the shape of the idea was chosen for me.

That is the habit I’m watching in myself.

I think Gen X has an interesting advantage here. We remember doing many of these tasks before the tool existed. We know what it feels like to navigate without GPS, write without autocomplete, repair something without a video, or sit with a question because the answer was not available in five seconds.

I’m not saying the old way was better. A lot of it was slower, frustrating, and sometimes plain inefficient.

But we can remember the mental motion. We can notice when the tool is supporting that motion and when it has replaced it.

So I’m trying a simple rule with work that matters to me.

I want to make a first attempt before I ask AI for a first answer.

For a piece like this, that might mean writing the ugly paragraph, recording a rough voice note, or listing what I think the tension is. It does not have to be good. It only has to be mine before the tool starts steering.

Then I can bring AI into the process. Ask what I missed. Ask it to argue the other side. Let it organize research, question an assumption, or clean up a sentence that wandered too far from home.

Afterward, I should still be able to close the screen and explain the idea in my own words.

If I cannot do that, I probably have output, but I may not have understanding.

This also changes how I think about retirement and staying mentally active.

People often talk about doing puzzles, learning a language, playing music, or taking a class to keep the mind working. Those may all be helpful. But ordinary life gives us mental exercise too, if we don’t automatically remove every difficult part.

Planning a trip, learning a new tool, writing a real letter, teaching somebody what we know, fixing a problem, or reading something long enough to disagree with it all require attention.

AI can support every one of those things. It can also complete enough of them that we remain busy without being deeply involved.

That is what I want to avoid.

I don’t need to preserve frustration for its own sake. I’m happy to let the machine remember the appointment time, search a pile of notes, format the document, and catch the typo.

But I want to keep the part where I choose, notice, question, and make meaning out of what happened.

Maybe that is the better way to judge an AI tool at this age.

Did it clear away clutter so I could think more carefully? Or did it give me a finished answer before I had a chance to think at all?

I won’t get that balance right every time. Some days I will be tired and take the shortcut. Some tasks are not worth deep reflection. The grocery list does not need to become an exercise in human potential.

But for the work that shapes me, I want to stay in the work.

Anyway, that’s what I’ve been thinking about.

Where do you want AI to save you effort, and what kind of thinking do you want to keep doing for yourself?

Leave me a note in the comments. Thanks for listening.

Video Prompt Script — Questions to Answer Without Reading

Use these as prompts. Don’t read them on camera; answer them naturally.

1. Opening: What were you about to ask AI to write before you realized you had not formed your own thought yet?
   • Follow-up: Why was the messy beginning possibly the useful part?
2. Your current use: Which mental chores are you glad to hand to AI—sorting, reminders, research, scheduling, or formatting?
   • Follow-up: Which uses have made a practical difference in your life?
3. Why age changes the question: At 57, why do capability and mental engagement matter alongside speed?
   • Follow-up: How does this channel help you keep writing, speaking, and thinking?
4. Cognitive offloading: What did phones, GPS, spellcheck, and search already teach us about giving memory to tools?
   • Follow-up: Have you ever arrived somewhere with GPS but failed to learn the route?
5. Output versus understanding: How can somebody complete a task without building a mental map of the subject?
   • Follow-up: Where do you see the difference between calendar sorting and choosing a commitment, or summarizing a report and judging what was omitted?
6. The Gen X advantage: What does Gen X remember about doing this work before digital assistants existed?
   • Follow-up: Why does remembering the old mental motion help us use the new tool more deliberately?
7. Your practical rule: What does “make a first attempt before asking for a first answer” look like with writing, decisions, or learning?
   • Follow-up: How can AI challenge the thought without becoming the source of the thought?
8. The explain-it test: Can you close the screen and explain the idea in your own words?
   • Follow-up: What does it mean if you have good output but cannot explain it?
9. Close: Which effort is pointless friction, and which effort helps you stay curious and capable?

Title Options

1. I Use AI Every Day, but I Don’t Want It Doing All My Thinking
2. What Kind of Thinking Should We Keep for Ourselves?
3. AI Can Save Time. Can It Also Make Us Mentally Lazy?

Thumbnail / Onscreen Text Options

• DON’T OUTSOURCE THE THINKING
• THINK FIRST. THEN USE AI.
• KEEP SOME MENTAL FRICTION

Shorts / Reels Cutdowns

• “We completed the trip, but never built the map.” Use the GPS example, then connect it to receiving an AI-generated idea without understanding it.
• “Clutter or judgment?” Cut the practical contrasts: calendars, reports, and retirement questions, showing which part a tool can carry and which part stays human.
• “Make a first attempt first.” Explain the rule: write the ugly paragraph or rough voice note before asking AI to improve, challenge, or organize it.

Viewer Question

Where do you want AI to save you effort, and what kind of thinking do you want to keep doing for yourself?