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Field notes from the work

Things we’re thinking about.

Plainspoken writing on ethical AI, corporate AI training, workflow automation, and the people the industry tends to forget. No engagement bait, no listicles, no “10 prompts to 10x your career.”

Ethical AI · 5 min read

What does “ethical AI training” actually mean in 2026?

Most AI training right now treats AI like magic. Ethical AI training tells you what AI actually is, and what it actually costs. Five questions to ask any AI trainer before you sign.

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Latest writing

Ethical AI

4 min read

How to write an AI policy for a small company

A working draft you can ship in two weeks. Covers permitted tools, disclosure, and escalation paths.

Ethical AI

3 min read

Responsible AI for small businesses: the 5-question test

A decision framework non-technical leaders can run in 30 minutes. No chief AI officer required.

AI for Business

4 min read

How much does corporate AI training cost in 2026?

Price ranges, scope drift signals, and the line between “training” and “change management.”

AI for Business

4 min read

How to automate document workflows with AI (without losing your data)

Three wins, three risks, and a workflow that actually works. Practical, not theoretical.

Workforce

3 min read

AI literacy vs. AI training: why the distinction matters

A field guide for L&D leads building programs that actually stick.

Workforce

4 min read

AI 101 curriculum: what should actually be in it

An opinionated module breakdown. What honest AI education looks like, module by module.

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