Accumulating Progress

CF treats learning as a process that must compound: each success has to be remembered, organized, and made retrievable so later work can build on it rather than starting from zero. Without this, philosophy and rationality are nearly impossible, since their topics are interconnected and each takes many days to learn. This is the practical machinery behind knowledge skyscrapers — you cannot stack new floors on knowledge you have lost track of.

The recommended sequence has three steps, and CF stresses that people skip the middle one. First, do work easy enough to succeed at (manage your error rate). Second — not “move on” — find ways to keep track of what you did: notes, outlines, tree diagrams, reliable lookup. Third, build on those retained successes. Memory quality can reasonably track how often an idea is used; for rarely-used items, a reminder plus a known way to look it up beats full recall.

Good retention lets you work slowly and asynchronously over time, reducing the need to be a fast “genius.” It connects to practice and automatization (memory, not just right answers) and to integrating ideas into a structured whole.

Crucially, CF says only good things accumulate well. Building on painful compromises does not flip to value later; you should seek win-win solutions now. This contrasts with the schooling premise that present unpleasantness “pays off later” — for CF, whatever you accumulate is roughly what you end up with.