You could go the same way as the study, flip a coin to use AI or not, write down the task you just did, the time you thought the task took you and the actual clock time. Repeat and self-evaluate.
It’s also not a sample size of 1, it’s a sample size of however many tasks you do because you don’t care about measuring the effect AI has on anyone but yourself if you’re trying to discern how it impacts you.