AI Is A Junior Level Employee

Artificial Intelligence, like Claude, Gemini, and ChatGPT, are decent lots of tasks. But it seems as though there's still quite a bit of guidance needed from humans to get things working right.

a picture of a robot at a computer working with a human in a suit managing it.
Credit: Gemini 3 (Nano Banana)

Artificial intelligence is becoming increasingly capable at tasks humans have long excelled at. In many cases, AI can perform these tasks more efficiently and at a lower cost. That said, I’m not advocating for replacing people with AI. Rather, I see AI as a powerful aid—one that helps accomplish work faster and more effectively than we could on our own.

AI As A Junior Level Employee

I've been working with a company to build out a cost calculator for a product they've built. The calculator is meant be a sales tool for potential customers to see the value and cost-savings they will get by using this company's software.

When I first got the project I knew that traditionally it would be way above my expertise. But with Anthropic's Claude chat bot, I was able to build it out successfully. During the build out I was shocked that some of my crazy-worded prompts Claude was able deciphered and complete the requested task.

Though for the most part even with Claude understanding some of my confusing prompts, it did take quite a bit of coaching and prompting to perfect the final product. This could have been a combination between my prompts and Claude. 😜 Either way, it seems that humans still need to be in the equation, but as more of the manager than the coder.

The Need For Background Knowledge

I noticed something else during the build out. I needed to have some working knowledge of the code that's being generated by Claude, otherwise following the directions, that Claude gives when it can't do something without human intervention, are next to impossible.

Will this change as AI gets better? Probably. But right now, coding with AI its very much a manager/employee-like relationship.

So, I Know Many Are Asking This – Are We Screwed?

As of right now? Nope. Maybe in the future, I'll have to reevaluate that statement.

Right now, I can see AI and humans working in a very symbiotic relationship.

What do you think? Let me know in the comments or send me an email.

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The Latest From The Entrepreneur's Enigma Podcast

https://entrepreneursenigma.com/rachelallen

The Season 4 Finale Of Digital Marketing Dive

https://gmwd.us/dmds4e9

My Live Stream On Podcasting For SEO Charity


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Web Jawn

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Of course this exists. Where there's white hat there's black hat.

How People Use Copilot Depends On Device, Microsoft Says
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Makes sense. Copilot is pretty slick, but with so many models and tools out there I can see certain people and industries using Copilot more than others.

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I wouldn't go back. Not with Bluesky and the Fediverse available going strong. Even Threads is doing great.

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ChatGPT gets back in the AI race.

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This is getting interesting and only going to get more interesting.

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Great take on how AI and creative human-made work can exist in harmony.

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If you haven't gotten the full report yet, give them your email and get it. It's eye opening.

Sam Altman’s Eyeball-Scanning Startup Launches ‘Super App’
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Ummmm... No. No way in hell!

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Interesting use for stablecoins.

Not trying to call out Tony & Devin here, but they are (somewhat confidently) reinforcing a very common, but exactly wrong myth about Section 230 and being a "publisher." Let's use this as an opportunity to do some educating around Section 230 and the idea of being "a publisher."

Mike Masnick (@mmasnick.bsky.social) 2025-12-13T23:13:30.377Z

A good thread from Mike Masnick of Techdirt on Section 230.

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Of course Trump thinks he can do anything. Ugh. Mike Masnick here in Techdirt setting the record straight, per usual.

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Geezus!

The Resonant Computing Manifesto
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This is great! Some big name signatories signed it.

Hiding Inception Point AI
Improving your charts and search results

Good on the Castro app for taking a stand against AI podcast slop!


Web Find

PodAnalyst - Podcast Measurement and Analytics For Growth

A neat analytics dashboard for podcasters.

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This is so cool! And print ONLY.

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That's It For This Week! Keep Rocking It!

-Seth


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