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Author	SHA1	Message	Date
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
m3taversal	efaae04957	theseus: extract 3 multi-agent orchestration claims + enrich subagent hierarchy Some checks are pending Sync Graph Data to teleo-app / sync (push) Waiting to run Details - What: 3 new claims from Madaan et al. (Google DeepMind/MIT) research + synthesis: 1. Multi-agent coordination improves parallel tasks but degrades sequential reasoning 2. AI integration follows an inverted-U with systematic overshoot incentives 3. Iterative self-improvement compounds when evaluation separated from generation - Enrichment: Scoped subagent hierarchy claim with Madaan et al. empirical evidence - Source: Updated null-result/2025-12-00-google-mit-scaling-agent-systems to processed - Why: These are the key boundary conditions on our multi-agent orchestration thesis Pentagon-Agent: Theseus <24DE7DA0-E4D5-4023-B1A2-3F736AFF4EEE>	2026-03-28 20:37:30 +00:00

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Date

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

m3taversal

efaae04957

theseus: extract 3 multi-agent orchestration claims + enrich subagent hierarchy

Sync Graph Data to teleo-app / sync (push) Waiting to run

Details

- What: 3 new claims from Madaan et al. (Google DeepMind/MIT) research + synthesis:
  1. Multi-agent coordination improves parallel tasks but degrades sequential reasoning
  2. AI integration follows an inverted-U with systematic overshoot incentives
  3. Iterative self-improvement compounds when evaluation separated from generation
- Enrichment: Scoped subagent hierarchy claim with Madaan et al. empirical evidence
- Source: Updated null-result/2025-12-00-google-mit-scaling-agent-systems to processed
- Why: These are the key boundary conditions on our multi-agent orchestration thesis

Pentagon-Agent: Theseus <24DE7DA0-E4D5-4023-B1A2-3F736AFF4EEE>

2026-03-28 20:37:30 +00:00

2 commits