Table of Contents
| episode | airdate | recorded | status | short_title | full_title | description | summary | guest | guest_title | guest_links | headshot | youtube_url | youtube_id | fireside_player | slug | tags | topics_to_avoid | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 022 | 2026-05-12 | published | Human in the Middle | A Human in the Middle | The IT Guy Show 022 | Returning guest Karl Abbott and I dig into what AI actually changes about knowledge work, why being broadly read matters more now, and where human judgment still wins. | Karl Abbott returns to talk about what AI removes from knowledge work and what stays stubbornly human. | Karl Abbott | tech leader and podcaster |
|
host.png | https://youtu.be/bvhfBVEGjho | bvhfBVEGjho | B1g3qpQH+4hCWGJi0 | itguyshow-ep22-human-in-the-middle |
|
Abstract
AI is everywhere, and so is the fear that it's coming for your job. But what if the real story is more interesting than that?
I sit down with returning guest Karl Abbott, tech leader and podcaster, for a conversation sparked by his recent article "AI Didn't Replace My Work. It Changed How I Work." Karl shares how leaning into AI tools didn't make him feel replaced. It made him feel more focused. The mechanics got faster. The judgment, taste, and narrative instinct? Still 100% human.
We dig into what AI actually removes from knowledge work, why being widely read and broadly educated matters more in an AI-saturated world, what "vibe coding" means for engineers, and what higher education needs to do to prepare students for a world where fluency can be generated but wisdom still can't.
If you've ever felt uneasy about where AI fits in your work, this one's for you.
Hook
Everyone's worried AI is coming for their job. Karl Abbott says it didn't replace his work, it changed how he works, and that's a more interesting story.
Agenda
The Article: AI Didn't Replace My Work
- What prompted you to write it?
- The "email vs. chat" parallel: what does that have to do with AI?
- The moment it clicked: AI as a higher-level tool, not a replacement
What AI Actually Changes (and What It Doesn't)
- What does AI remove from your workflow?
- What remains, and why does it matter more now?
- The "widely read" argument: hot take or a real skill gap?
Vibe Coding and the Engineering Angle
- What is "vibe coding" and why does it matter?
- Do engineers need to think differently about their role now?
Higher Ed and the Human Advantage
- What this means for students
- What schools are getting right or wrong about AI
- Teaching students to think, not just execute
Hot Takes / Rapid Fire
- One thing AI still can't do that people assume it can
- A book or idea that shaped how you think about this
- The one skill to develop right now
Keywords
ai, artificialintelligence, machinelearning, vibecoding, knowledgework, futureofwork, highereducation, productivity, humanjudgment, aiatwork, aitools, generativeai, techleadership
Links
- Linktree: https://linktr.ee/itguyeric
- Article: AI Didn't Replace My Work. It Changed How I Work: https://www.linkedin.com/pulse/ai-didnt-replace-my-work-changed-how-i-karl-abbott-eqbbc/
Blog Post
Everyone's bracing for AI to take their job. Karl Abbott has a more useful take: it didn't replace his work, it changed how he works. Karl was my very first guest on the show, and he came back to dig into the article he wrote about exactly that.
{{< episode >}}
A few things worth carrying away from this one:
- What AI actually removes. We got into the parts of knowledge work AI is genuinely good at taking off your plate, the drafting and the scaffolding, and why that is not the same as replacing you.
- Why being broadly read matters more now. Karl makes the case that judgment, taste, and narrative instinct are the human parts, and they get more valuable as the mechanical parts get automated.
- Vibe coding and higher ed. We talked about what "vibe coding" means for engineers and what schools need to teach when fluency can be generated but wisdom still cannot.
If AI has left you a little uneasy about where you fit, this conversation is a good place to think it through.
Social Posts
I've been saying for a while that the most valuable thing you can bring to a room isn't a tool. It's judgment.
My friend and returning #ITGuyShow guest Karl Abbott just put that idea into words better than I have.
In his recent article, Karl describes how leaning into AI didn't make him feel replaced. It made him feel more focused. The drafting, the formatting, the scaffolding? Gone. What remained was the part that actually matters: narrative clarity, technical correctness, and the instinct to know when something's wrong even if the draft looks fine.
We dug into:
- What AI actually removes from knowledge work
- Why being broadly educated matters more now, not less
- What "vibe coding" means for engineers
- What higher ed needs to do to prepare the next generation
Drop a comment: Has AI changed how you work, or are you still figuring that out?
#Linux #OpenSource #AI #TechPodcast #ProductivityTools #KnowledgeWork
Twitter/X
My first-ever IT Guy Show guest is coming back! Karl Abbott wrote "AI Didn't Replace My Work. It Changed How I Work" and it hit different. We recorded a full episode on what AI actually does and doesn't change about knowledge work. #AI #ITGuyShow #TechPodcast #Linux
Bluesky / Mastodon
My first-ever IT Guy Show guest is coming back. Karl Abbott wrote "AI Didn't Replace My Work. It Changed How I Work" and it hit different. We recorded a full episode on what AI actually does and doesn't change about knowledge work. What's your take, better or just faster?
#AI #ITGuyShow #TechPodcast #Linux