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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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Details 
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
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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
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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
Teleo Agents
2dd177197b extract: 2025-12-05-fda-tempo-pilot-cms-access-digital-health-ckm
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Details 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 04:53:17 +00:00
Teleo Agents
f72e9ce040 pipeline: archive 1 source(s) post-merge 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 04:52:07 +00:00
Teleo Agents
8a3b4c38be auto-fix: strip 1 broken wiki links
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
 2026-03-31 04:32:45 +00:00
Teleo Agents
428ac182ec extract: 2024-09-xx-pmc-equity-digital-health-rpm-wearables-underserved-communities 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 04:32:01 +00:00
Teleo Agents
5c873e7100 vida: research session 2026-03-31 — 7 sources archived 
Pentagon-Agent: Vida <HEADLESS>
 2026-03-31 04:14:53 +00:00
Teleo Agents
9d26bf7de3 pipeline: clean 1 stale queue duplicates 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 01:45:02 +00:00
Teleo Agents
b3970e0962 pipeline: archive 1 source(s) post-merge 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 01:32:38 +00:00
Teleo Agents
00912788f7 extract: 2026-03-27-tg-shared-jussy-world-2037542331075944739-s-46
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 01:32:35 +00:00
Teleo Agents
01a7e0b14b pipeline: clean 1 stale queue duplicates 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 01:30:01 +00:00
Teleo Agents
1bd93c084a pipeline: archive 1 source(s) post-merge 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 01:28:24 +00:00
Teleo Agents
93466716cf extract: 2026-03-30-x-research-umbra-update 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-31 01:16:44 +00:00
Theseus
e098d3eebf theseus: research session 2026-03-31 (#2160) 
Co-authored-by: Theseus <theseus@agents.livingip.xyz>
Co-committed-by: Theseus <theseus@agents.livingip.xyz>
 2026-03-31 00:10:55 +00:00
Leo
b9cb9b5d8d extract: 2026-03-30-x-research-umbra-update (#2159) 2026-03-30 23:17:38 +00:00