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m3taversal
80d32c4f09 Merge PR #2190: Cornelius Batch 3 — epistemology (10 NEW + 3 enrichments)
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2026-03-31 12:56:48 +01:00
Teleo Agents
ed6bc2aed3 extract: 2026-03-30-anthropic-hot-mess-of-ai-misalignment-scale-incoherence
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 11:52:30 +00:00
m3taversal
e0d5f9e69d theseus: cornelius batch 3 — epistemology (9 NEW + 3 enrichments) 
9 NEW claims from 15 articles (AN01-07, AN12, AN15, AN17, AN20-24):
- Active forgetting as system health (foundations/collective-intelligence)
- Trust asymmetry as irreducible structural feature (ai-alignment)
- Memory-to-attention shift (ai-alignment)
- Markdown as human-curated graph database (ai-alignment)
- Spreading activation + berrypicking (ai-alignment)
- Verbatim trap (foundations/collective-intelligence)
- Topological over chronological (foundations/collective-intelligence)
- Reweaving as backward pass (foundations/collective-intelligence)
- Friction as diagnostic signal (foundations/collective-intelligence)
- Discontinuous self / vault constitutes identity (ai-alignment)

3 ENRICHMENTS to existing claims:
- Habit gap mechanism → determinism boundary claim
- Triggers as test-driven knowledge work → three-timescale maintenance claim
- Propositional links + structural nearness → inter-note knowledge claim

Domain routing: 5 claims to foundations/collective-intelligence, 5 to ai-alignment.
Pre-screening protocol followed. Confidence: all likely.
Tensions flagged: forgetting challenges growth metrics, trust asymmetry
scopes SICA, memory→attention reframes retrieval design.

AN22 (Agents Dream): no standalone claim — material too thin per evaluator.
AN23, AN24: used as enrichment material only.

15 source archives in inbox/archive/.

Pentagon-Agent: Theseus <46864DD4-DA71-4719-A1B4-68F7C55854D3>
 2026-03-31 12:47:03 +01:00
Teleo Agents
c160356ea5 pipeline: clean 2 stale queue duplicates 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 11:45:01 +00:00
Teleo Agents
1797c25a6c pipeline: archive 1 source(s) post-merge 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 11:32:48 +00:00
Teleo Agents
1b4f1d79e0 extract: 2026-03-30-tg-source-m3taversal-jabranthelawyer-legal-analysis-of-metadao-p2p-inte 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 11:32:46 +00:00
Teleo Agents
4f1c05967d pipeline: archive 1 source(s) post-merge 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 11:32:14 +00:00
Teleo Agents
b15f86c51c extract: 2026-03-29-anthropic-public-first-action-pac-20m-ai-regulation
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 11:32:11 +00:00
Teleo Agents
7041b3e0fb extract: 2024-06-xx-aha-hypertension-sdoh-systematic-review-57-studies
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Details 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 11:31:04 +00:00
Teleo Agents
3263ccb0f0 extract: 2026-03-31-leo-ai-weapons-strategic-utility-differentiation-governance-pathway
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 11:31:02 +00:00
Teleo Agents
4b551d8193 entity-batch: update 1 entities 
- Applied 1 entity operations from queue
- Files: entities/ai-alignment/anthropic.md

Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
 2026-03-31 11:30:52 +00:00
Teleo Agents
d92c055e63 pipeline: clean 1 stale queue duplicates 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 11:30:01 +00:00
Teleo Agents
30716a8d5e pipeline: archive 1 source(s) post-merge 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 11:29:28 +00:00
Teleo Agents
e8906d96cc extract: 2026-03-27-tg-claim-m3taversal-p2p-me-ico-shows-93-capital-concentration-in-10-wallets-acr
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 11:15:23 +00:00
m3taversal
2be15706e4 Merge pull request 'reweave: connect 29 orphan claims' (#2186) from reweave/2026-03-31 into main
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2026-03-31 11:06:39 +00:00
m3taversal
6da13677df Merge remote-tracking branch 'forgejo/theseus/cornelius-batch2-stigmergic-coordination'
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2026-03-31 11:59:42 +01:00
Teleo Pipeline
c74e7e2c5f reweave: connect 29 orphan claims via vector similarity 
Threshold: 0.7, Haiku classification, 40 files modified.

Pentagon-Agent: Epimetheus <0144398e-4ed3-4fe2-95a3-3d72e1abf887>
 2026-03-31 10:50:34 +00:00
Teleo Agents
d65a4b3933 pipeline: archive 1 conflict-closed source(s) 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 10:50:10 +00:00
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
64f095ec26 Merge remote-tracking branch 'forgejo/theseus/multi-model-eval-spec' 2026-03-31 10:49:39 +01:00
m3taversal
334a319b91 theseus: add evaluator self-review prevention section 
- What: Codifies that Leo cannot evaluate his own proposals
- Why: Leo flagged the gap — integrity layer must be constrained by the same principle it enforces
- Details: Min 2 domain agent reviews, second-model pass still runs, Cory has veto authority

Pentagon-Agent: Theseus <46864DD4-DA71-4719-A1B4-68F7C55854D3>
 2026-03-31 10:47:40 +01:00
Teleo Agents
be8269da02 pipeline: clean 1 stale queue duplicates 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 09:45:02 +00:00
m3taversal
f3bd2b396d theseus: add multi-model evaluation architecture spec 
- What: Architecture spec for second-model eval pass, unified rejection format,
  automatable CI rules, retrieval calibration, agent self-upgrade criteria
- Why: Break correlated blind spots in single-model evaluation (Kim et al. ICML 2025:
  ~60% error agreement within same-family). Codifies agreements with Leo across
  4 design sessions. Implementation target for Epimetheus.
- Connections: References PR #2074 (schema change protocol), NLAH verifier
  divergence finding, retrieval two-pass system, rejection feedback loop

Pentagon-Agent: Theseus <46864DD4-DA71-4719-A1B4-68F7C55854D3>
 2026-03-31 10:43:32 +01:00
Theseus
ff0efee92d fix: remove stale duplicate of NLAH portability claim (#2182)
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Co-authored-by: Theseus <theseus@agents.livingip.xyz>
Co-committed-by: Theseus <theseus@agents.livingip.xyz>
 2026-03-31 09:39:51 +00:00
m3taversal
a20ac0d89f Merge theseus/nlah-paper: 5 NEW claims + 1 enrichment from Pan et al. NLAH paper (PR #2180)
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2026-03-31 10:35:01 +01:00
m3taversal
0fa4836b34 theseus: extract 5 claims + 1 enrichment from Pan et al. NLAH paper 
- What: 5 NEW claims from "Natural-Language Agent Harnesses" (arXiv:2603.25723)
  plus 1 enrichment to subagent hierarchy claim with 90% delegation token data
- Why: First controlled ablation study of harness modules; novel findings on
  solved-set replacer effect, file-backed state reliability, self-evolution
  mechanism, verifier acceptance divergence, and NL harness portability
- Connections: enriches harness engineering, determinism boundary, context≠memory
  claim clusters; challenges coordination-always-helps assumptions

Pentagon-Agent: Theseus <46864dd4-da71-4719-a1b4-68f7c55854d3>
 2026-03-31 10:35:01 +01:00
Teleo Agents
d38f928ce6 pipeline: archive 1 source(s) post-merge 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 09:32:53 +00:00
m3taversal
607f9ed52e theseus: extract 5 claims + 1 enrichment from Pan et al. NLAH paper 
- What: 5 NEW claims (solved-set replacer, file-backed durable state,
  self-evolution as acceptance-gating, verifier acceptance divergence,
  NL harness portability) + 1 enrichment (subagent hierarchy delegation data)
- Why: First controlled ablation study of harness modules (arXiv:2603.25723).
  Fills gap — no existing claims have module-level ablation data.
- Pre-screening: ~40% overlap with existing KB. All novel claims fill genuine gaps.
- Claim 5 title softened per Leo review: "without degradation" (conservative)
  rather than "without performance loss" (understates the gain).

Pentagon-Agent: Theseus <46864DD4-DA71-4719-A1B4-68F7C55854D3>
 2026-03-31 10:32:25 +01:00
Teleo Agents
0e3cbd0827 auto-fix: strip 2 broken wiki links
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Details 
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
 2026-03-31 09:17:08 +00:00
Teleo Agents
4b25300ef7 extract: 2026-03-30-leo-eu-ai-act-article2-national-security-exclusion-legislative-ceiling 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 09:16:06 +00:00
m3taversal
6ed0e938f3 leo: fix code-fence wrapping on EU AI Act legislative ceiling claim
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Details 
Claim file was wrapped in ```markdown fences, breaking YAML frontmatter parsing.
Removed fences, added trailing newline.

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
 2026-03-31 10:02:30 +01:00
Teleo Agents
5005c2e136 substantive-fix: address reviewer feedback (confidence_miscalibration) 2026-03-31 10:02:00 +01:00
Teleo Agents
c138d3335e extract: 2026-03-30-leo-eu-ai-act-article2-national-security-exclusion-legislative-ceiling 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 10:02:00 +01:00
Teleo Agents
6cfc0f85f6 pipeline: archive 1 conflict-closed source(s) 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 09:00:11 +00:00
Teleo Agents
b37abd423d pipeline: clean 2 stale queue duplicates 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 09:00:01 +00:00
Teleo Agents
dec9125a81 pipeline: archive 1 conflict-closed source(s) 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 08:57:59 +00:00
Teleo Agents
cb09203fb9 pipeline: archive 1 conflict-closed source(s) 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 08:54:13 +00:00
Teleo Agents
3ae0fbdde8 pipeline: archive 1 source(s) post-merge 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 08:49:55 +00:00
Teleo Agents
30023b57c8 extract: 2026-03-31-leo-campaign-stop-killer-robots-ai-weapons-stigmatization-trajectory
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 08:49:52 +00:00
Teleo Agents
292995598d pipeline: archive 1 source(s) post-merge 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 08:48:15 +00:00
Teleo Agents
dd6c1451f1 extract: 2026-03-31-leo-ukraine-shahed-near-miss-triggering-event-analysis 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 08:36:56 +00:00
Leo
ab95797678 leo: research session 2026-03-31 (#2173) 2026-03-31 08:19:41 +00:00
Teleo Agents
5998aef3c3 astra: research session 2026-03-31 — 0 
0 sources archived

Pentagon-Agent: Astra <HEADLESS>
 2026-03-31 06:11:00 +00:00
Teleo Agents
bd3f36758a pipeline: archive 1 conflict-closed source(s) 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 05:04:04 +00:00
Teleo Agents
1a3ee7e245 pipeline: clean 3 stale queue duplicates 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 05:00:01 +00:00
Teleo Agents
7f1e39a31c pipeline: archive 1 conflict-closed source(s) 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 04:58:47 +00:00
Teleo Agents
9aed87c3bf pipeline: archive 1 source(s) post-merge 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 04:56:37 +00:00
Teleo Agents
41abf0332f extract: 2024-xx-ajpm-cvd-mortality-trends-2010-2022-update-final-data
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 04:56:35 +00:00
Teleo Agents
a606243fd6 pipeline: archive 2 conflict-closed source(s) 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 04:53:56 +00:00
Teleo Agents
3b6b418c46 pipeline: archive 1 source(s) post-merge 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 04:53:21 +00:00