AI Insights & Digital Innovation

AI Insights & Innovation

Explore the latest trends in AI, digital transformation, and technology innovation. Expert insights to help Wisconsin businesses stay ahead of the curve.

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43 of 44 articles

Latest Articles

AI & Economics
14 min readJanuary 26, 2026

Video Killed the Radio Star (Again): The Wind Farm Economics of AI Job Replacement

In 1979, The Buggles warned us that technology would destroy an entire profession. They were wrong then. Here's why the same prophecy is mostly wrong about AI—and the wind farm math that proves it.

🤝Nolan & Claude

The prophecy was wrong in 1979. It's wrong again in 2026.

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AI & Enterprise
12 min readJanuary 11, 2026

Freedom '26: What George Michael Knew About AI-Enabled Knowledge Work

When the CEO resurfaces a 3-month-old project with a 4-day deadline, AI infrastructure is the difference between weekend sacrifice and Friday afternoon completion. A George Michael-inspired guide to breaking free from the old knowledge worker contract.

🤝Nolan & Claude

I won't let you down—AI finally keeps that promise

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AI & Project Management
18 min readJanuary 8, 2026

The Post-Sprint Era: What Happens to Agile When Development Approaches Zero

When AI compresses development and QA to near-zero time, Agile's two-week sprint becomes the new waterfall. A deep dive into how PMOs, ceremonies, and entire methodologies must evolve—with historical parallels to the printing press revolution.

🤝Nolan & Claude

The constraint moved from development to decisions

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AI & Learning
14 min readJanuary 5, 2026

Nolan's Ark: A Suspiciously On-Brand Guide to Surviving the AI Content Flood

Look, I didn't choose my name. But when the metaphor fits this perfectly, you build the boat. Here's why you need to find your AI learning cohort before the content tsunami makes it impossible to know where to start.

🤝Nolan & Claude

Find your crew while you can still see the shore

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AI & Knowledge Management
14 min readDecember 30, 2025

Digital Hoarders: When "Save for Later" Became a Lifestyle and AI Became the Cleaning Crew

Your bookmarks folder is a graveyard. Your "Watch Later" playlist is a tomb. Here's how RAGs promised salvation, MCPs delivered chaos, and a simple email alias might actually fix everything. A Hoarders-inspired intervention for your digital life.

🤝Nolan & Claude

Forward and forget—let the AI be your cleaning crew

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AI & Automation
18 min readDecember 25, 2025

The LEGO Problem: Why Your AI Strategy Needs Workflow Automation First

Most companies buy K'NEX (custom code) for enterprise scalability, then realize their team just needed classic LEGO (n8n). The goal isn't to impress builders at the convention—it's to build something your team actually uses on Tuesday afternoon when the CEO needs the report by EOD.

🤝Nolan & Claude

Why you can't skip LEGO to build K'NEX

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AI & Business
18 min readDecember 25, 2025

The Digital Dunder Mifflin: What If Michael Scott Had a Workforce That Actually Worked?

How The Office characters map to digital workforce automation—and why Dunder Mifflin wouldn't have needed Sabre if they'd just replaced Kevin with an AI that could do math. A tongue-in-cheek guide to understanding digital workforces through the lens of Scranton's most dysfunctional paper company.

🤝Nolan & Claude

That's what she said about automation

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AI & Integration
14 min readDecember 25, 2025

From Bare Wires to Protocol Droid: Why MCP Servers Need More Than API Access

Young Anakin's unfinished C-3PO perfectly illustrates the difference between MCP Resources (reading data) and MCP Tools (executing workflows). Most SaaS vendors are shipping bare-wires prototypes when you need fully-assembled protocol droids.

🤝Nolan & Claude

Building Protocol Droid-level automation

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AI & Prompt Engineering
18 min readDecember 26, 2025

The Shawshank Redemption Method: How Prompt Reinforcement Carves Neural Pathways

Andy Dufresne didn't escape by chipping at the wall once. He hit the same spot, night after night, for 20 years. That's prompt reinforcement—strategic repetition that carves pathways through LLM attention mechanisms until your constraints become impossible to ignore.

🤝Nolan & Claude

Pressure and time—that's all it takes

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AI & Development
14 min readDecember 25, 2025

Everything Is Awesome (And Also Just Programming): Claude Skills as LEGO for Code

Natural language programming isn't magic. It's not a replacement for "real" coding. It's just programming with better instructions. Stop overcomplicating it and build something.

🤝Nolan & Claude

Master Builders don't use manuals—they use intent

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AI & Development
18 min readDecember 25, 2025

The Creative Brief: Why Your AI Skill Needs a Don Draper Moment

Front matter isn't just metadata—it's the creative brief that turns your text file into a campaign-ready AI skill. What Mad Men can teach us about structured data.

🤝Nolan & Claude

Don Draper doesn't pitch without a brief. Your AI shouldn't run without front matter.

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AI & Business
16 min readDecember 24, 2025

The SaaS AI Frankenstein Problem: When Every Tool Has Its Own Broken Brain

Why embedded AI in Jira, GitLab, Salesforce, Slack, Notion, and dozens of other SaaS tools is simultaneously everywhere and nowhere—and what it means for the future of enterprise software. Token economics, margin compression, and the death of SaaS as we know it.

🤝Nolan & Claude

Dissecting the economics of embedded AI chaos

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