Principlev1
Design purpose experiments as structured two-week pilots
Design purpose experiments as structured two-week pilots with defined metrics tracked daily, not open-ended exploration, to generate signal rather than noise.
Why This Is a Principle
Grounds in Meaning as Receiver Construction (meaning constructed by receivers), Measurement of behavior changes the behavior being measured. (measurement changes behavior), and Human memory of task duration is systematically biased and (memory of duration is biased). The principle prescribes specific experimental design parameters to overcome these limitations—it's derived methodology.