Consolidation¶
How does memory stay correct as it grows?
Module 3 of 8 in The Write Path in Earnest · 4 lessons · about 2.7 hours
21. Deduplication · ~40 min
Detect exact, near, and semantic duplicates; choose write-time vs read-time dedupe.
22. Summarization and Compaction · ~45 min
Build rolling summaries and hierarchical digests without losing the originals.
23. Semantic Drift · ~35 min
Bound degradation by re-deriving from anchored originals, never summarizing summaries.
24. From Episode to Belief · ~40 min
Promote 'on Tuesday she said X' to 'she prefers X' — and know when that is wrong.