Free Lesson
When NOT to Use AI: A Product Leader's Filter
60 min
Nov 30, 2026 9:00 PM
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What you'll learn
Spot the times AI is the wrong call
See the common shapes where a model adds cost and risk instead of value, so you catch them before you build.
Run a simple filter before reaching for AI
A few honest questions that tell you fast whether a task is really a job for AI or a job for plain code.
Build the judgment to decide it yourself
Leave able to make the call on your own features, and defend why AI is or is not the right tool.
Why this topic matters
Everywhere you look the instruction is the same: add AI to it. The more valuable skill is knowing when not to. A lot of what ships as AI is a plain problem wearing a model it never needed, slower and less predictable for it. This hour is the filter I run before building: a few honest questions that separate the fuzzy work a model is great at from the defined work plain code does better and cheaper. You leave able to make that call yourself.
