artificial-intelligence

Build for the loop, not the lecture

A junior developer used to wait days for mentor feedback. Now that loop closes in seconds. When feedback is scarce, you batch your questions. When feedback is abundant, learning becomes continuous. AI changes the supply side of learning—most of our systems weren’t designed for this.

If it can be automated, it wasn't the work

I keep noticing people talk about AI like it’s a wave that’s about to hit them.

“Will it take my job?” “How do we adopt it fast enough?” “How do we protect ourselves?”

Those are understandable questions. They’re also a little late. If AI can do …

When intelligence gets cheap, judgment becomes priceless

A lot of people are treating AI like it’s going to replace “thinking.” It won’t.

What it will replace is the comforting illusion that thinking was optional.

AI is great at producing an answer. It’s terrible at taking responsibility for one.

It can generate a strategy, a …

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