Compound Memory Strengthening
Duplicates signal importance, not redundancy.
When the same insight appears in multiple memories, DreamerOS writes a new consolidated entry referencing the originals, strengthening the signal. Memories are never deleted. The compounding effect means important knowledge becomes the most retrievable.
Why this matters
Knowledge systems that prune duplicates lose signal. Systems that compound duplicates amplify truth.