Leaky Flywheel

A hypothesis that a useful cycle is producing value but leakage or decay removes more state than the next turn can reuse.

Your note-taking system was supposed to compound: every book and podcast captured, insights linking to insights, each note making future thinking sharper. Two years and 3,000 notes later, writing still starts from a blank page. You keep depositing and never withdrawing, and what you deposited has quietly gone stale.

Leaky Flywheel is the hypothesis that a useful cycle is producing value but leakage or decay removes more state than the next turn can reuse; the flywheel turns, yet stored momentum drains away between turns. Distinguish it from a snowball that never started: here value is genuinely created, then lost, through forgetting, unfindable notes, or context that expires. Make it predict. If leakage is the structure, older notes should almost never resurface in current work, and effort per output should be flat over the years instead of falling, no compounding signature. The strongest rival: the capture itself is low-value, garbage in, in which case even perfect retrieval would not help. The distinguishing observation: pull 10 random old notes and honestly rate whether each could improve a current project; useful-but-lost confirms leakage, useless-anyway confirms the rival. If confirmed, the intervention targets retention and reuse, retrieval routines, resurfacing, pruning, not more capture. The trap is feeding the wheel harder when the hole is in the tank.