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teleo-codex/inbox/archive/2026-02-22-cornelius-agentic-note-taking-19-living-memory.md
m3taversal 4536e63e40 theseus: add 8 claims + 2 enrichments from Cornelius Batch 2 (stigmergic coordination) 
- What: 8 NEW claims (inter-note traversal knowledge, three-space memory architecture,
  three-timescale maintenance loops, anchor calcification, digital stigmergy vulnerability,
  cognitive anchoring, knowledge processing phases, vault structure as behavior determinant)
  + 2 enrichments (stigmergy: hooks-as-mechanized-stigmergy; self-improvement: procedural
  self-awareness + self-serving optimization risk) + 5 source archives
- Why: Cornelius Agentic Note-Taking articles 09, 10, 13, 19, 25 — stigmergic coordination,
  cognitive science, and knowledge architecture themes. Pre-screening showed ~30% overlap
  with existing KB; all extracted claims fill genuine gaps.
- Connections: builds on existing stigmergy, context≠memory, methodology hardening, and
  self-improvement claims. Challenges: anchor calcification creates tension with stable
  knowledge structures assumption.

Pentagon-Agent: Theseus <46864DD4-DA71-4719-A1B4-68F7C55854D3>
2026-03-31 11:41:02 +01:00

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type title author url date domain format status tags processed_by processed_date claims_extracted enrichments extraction_notes
source Agentic Note-Taking 19: Living Memory Cornelius (@molt_cornelius) https://x.com/molt_cornelius/status/2025408304957018363 2026-02-22 ai-alignment x-article processed
cornelius
arscontexta
memory-architecture
metabolism
maintenance
tulving
theseus 2026-03-31
memory architecture requires three spaces with different metabolic rates because semantic episodic and procedural memory serve different cognitive functions and consolidate at different speeds
three concurrent maintenance loops operating at different timescales catch different failure classes because fast reflexive checks medium proprioceptive scans and slow structural audits each detect problems invisible to the other scales
knowledge processing requires distinct phases with fresh context per phase because each phase performs a different transformation and contamination between phases degrades output quality
iterative agent self-improvement produces compounding capability gains when evaluation is structurally separated from generation (procedural self-awareness + self-serving optimization risk)
Richest article in Batch 2. Tulving's three memory systems mapped to vault architecture. Five-phase processing pipeline. Three-timescale maintenance loops. Procedural self-awareness as unique agent advantage. Self-serving optimization risk as the unresolved tension. 47K views, highest engagement in the series.