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How to ThinkIn the Age of AI

Question

How do I apply the idea that record experimental results?

intermediate

Quick Answer

Select one behavioral experiment you are currently running or have recently completed. If you have none, design one using the protocol from The behavior experiment protocol and run it for a minimum of three days before completing this exercise. Create an experiment log entry using the six-field format described in this lesson.

Field 1 — Hypothesis: State what you predicted would happen, written before you see results. Field 2 — Intervention: Document exactly what you did, with enough specificity that you could replicate it six months from now. Include timing, duration, context, and any deviations from your original plan. Field 3 — Observable Data: Record what you actually observed, separating objective measurements from subjective impressions. Note at least one thing you did not expect. Field 4 — Outcome Assessment: State whether the hypothesis was supported, partially supported, or unsupported. Resist the urge to rationalize a clean narrative — flag ambiguity where it exists. Field 5 — Surprises and Side Effects: Document anything you noticed that was not part of your original hypothesis. These peripheral observations often become the seeds of your most valuable future experiments. Field 6 — Next Steps: Based on this result, what will you try next? Write at least one specific follow-up experiment with a concrete start date. After completing the entry, review it and notice: how much of what you recorded would you have remembered accurately in three months without writing it down?

Common pitfall: The most common failure is recording nothing at all — running experiments entirely in your head and trusting memory to preserve the results. The second most common failure is recording only outcomes without context, writing "meditation helped" without noting which type of meditation, for how long, at what time of day, or what "helped" specifically means in observable terms. The third failure is delayed recording — waiting until the end of a week-long experiment to reconstruct what happened on each day, by which point your memory has already been contaminated by your overall impression of how the experiment went, peak moments, and whatever happened most recently.

This practice connects to Behavioral Experimentation — building it as a repeatable habit compounds over time.

Learn more in these lessons