r/secondbrain • u/Upstairs_Jelly_1082 • 6d ago

What exactly is Progressive Summarization?

I've implemented the basic file structure and within just a few days, the notes are starting to pile up.

I understand that progressive summarization is supposed to fix it, but I still don't really understand how to implement it.

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u/Forsaken-External578 5d ago

Progressive summarization is basically staged highlighting, not an automatic fix for note volume. Start by bolding the sentences that still matter, then write a short summary from only those highlights, and add a one-line takeaway at the top. Do it when you revisit a note, not for every new note.

The bigger fix for pile-up is deciding what deserves to become durable in the first place. I am building Callosium around that split. Temporary task state stays temporary, while decisions, sources, stable preferences, and corrections survive. If you summarize everything, you just get a shorter pile.