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Thinking

Perspectives on AI adoption, implementation, and making AI work in real businesses.

Featured Article

I Haven't Dragged a Node in Months

The automation world is shifting from assembly to direction. What that means for what you teach, how you evaluate, and why systems thinking just became more valuable than tool skills.

Tutorials · 4 min

Stop Building Two Curricula When You Need One

Your AI curriculum shouldn't collapse when the client switches from Microsoft to Google. How a shared-core, swappable-tool-layer architecture future-proofs training design.

Tutorials · 4 min

Your AI Curriculum Has a Verification Problem

If you use AI to build AI training content, you're in a hall of mirrors. Here's the verification gap in AI curriculum work — and the unglamorous fix that solves it.

Tutorials · 3 min

The Workshop That Starts With Your Worst Task

Feature-led AI workshops don't stick. Pain-led ones do. Here's how to design a workshop around the task your team dreads most — and why it changes adoption.