Commit graph

833 commits

Author SHA1 Message Date
Teleo Agents
404304ee3a vida: extract claims from 2025-01-01-jmir-e78132-llm-nursing-care-plan-sociodemographic-bias
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- Source: inbox/queue/2025-01-01-jmir-e78132-llm-nursing-care-plan-sociodemographic-bias.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-04 13:25:20 +00:00
Teleo Agents
efd5ad370d vida: extract claims from 2024-12-02-jama-network-open-global-healthspan-lifespan-gaps-183-who-states
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- Source: inbox/queue/2024-12-02-jama-network-open-global-healthspan-lifespan-gaps-183-who-states.md
- Domain: health
- Claims: 2, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-04 13:24:16 +00:00
Teleo Agents
9d4fc394e5 vida: extract claims from 2024-10-xx-aha-regards-upf-hypertension-cohort-9-year-followup
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- Source: inbox/queue/2024-10-xx-aha-regards-upf-hypertension-cohort-9-year-followup.md
- Domain: health
- Claims: 2, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-04 13:23:13 +00:00
Teleo Agents
84fd8729b7 vida: extract claims from 2024-02-05-jama-network-open-digital-health-hypertension-disparities-meta-analysis
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Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2024-02-05-jama-network-open-digital-health-hypertension-disparities-meta-analysis.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-04 13:21:09 +00:00
Teleo Agents
7b2eccb9e2 theseus: extract claims from 2024-00-00-govai-coordinated-pausing-evaluation-scheme
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- Source: inbox/queue/2024-00-00-govai-coordinated-pausing-evaluation-scheme.md
- Domain: ai-alignment
- Claims: 3, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-04 13:20:36 +00:00
Teleo Agents
9a78e15002 vida: extract claims from 2020-03-17-pnas-us-life-expectancy-stalls-cvd-not-drug-deaths
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- Source: inbox/queue/2020-03-17-pnas-us-life-expectancy-stalls-cvd-not-drug-deaths.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-04 13:20:03 +00:00
Teleo Pipeline
37856bdd02 reweave: connect 2 orphan claims via vector similarity
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Threshold: 0.7, Haiku classification, 6 files modified.

Pentagon-Agent: Epimetheus <0144398e-4ed3-4fe2-95a3-3d72e1abf887>
2026-04-04 12:54:41 +00:00
Teleo Pipeline
7bea687dd8 reweave: connect 10 orphan claims via vector similarity
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Threshold: 0.7, Haiku classification, 16 files modified.

Pentagon-Agent: Epimetheus <0144398e-4ed3-4fe2-95a3-3d72e1abf887>
2026-04-04 12:54:00 +00:00
Teleo Pipeline
a5680f8ffa reweave: connect 13 orphan claims via vector similarity
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Threshold: 0.7, Haiku classification, 32 files modified.

Pentagon-Agent: Epimetheus <0144398e-4ed3-4fe2-95a3-3d72e1abf887>
2026-04-04 12:52:43 +00:00
Teleo Pipeline
8ae7945cb8 reweave: connect 18 orphan claims via vector similarity
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Threshold: 0.7, Haiku classification, 36 files modified.

Pentagon-Agent: Epimetheus <0144398e-4ed3-4fe2-95a3-3d72e1abf887>
2026-04-04 12:50:25 +00:00
Teleo Pipeline
b851c6ce13 reweave: connect 22 orphan claims via vector similarity
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Threshold: 0.7, Haiku classification, 44 files modified.

Pentagon-Agent: Epimetheus <0144398e-4ed3-4fe2-95a3-3d72e1abf887>
2026-04-04 12:44:45 +00:00
3c8d741b53 leo: extract 9 Moloch sprint claims across grand-strategy, internet-finance, and foundations
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- What: 4 grand-strategy (price of anarchy, efficiency→fragility evidence, Taylor paradigm, capitalism as misaligned optimizer), 2 internet-finance (priority inheritance, doubly unstable value), 1 teleological-economics (autovitatic innovation), 2 collective-intelligence (metacrisis generator, three-path convergence)
- Why: Cross-domain synthesis from m3ta's manuscript, Schmachtenberger/Boeree podcast, and Alexander's Meditations on Moloch. These are the mechanism-level claims that explain HOW coordination failures produce civilizational risk.
- Connections: Links to existing attractor basins, clockwork worldview, power laws, multipolar traps, and futarchy claims. 6 already-extracted claims (clockwork, SOC, epi transition, AI accelerates Moloch, Agentic Taylorism, crystals of imagination) deliberately not duplicated.

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
2026-04-04 13:31:00 +01:00
5bb596bd4f Merge remote-tracking branch 'forgejo/theseus/cornelius-batch4-domain-applications'
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2026-04-04 13:30:37 +01:00
Teleo Pipeline
1900e74c58 reweave: connect 31 orphan claims via vector similarity (manual apply of PR #2313)
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2026-04-04 12:30:11 +00:00
052a101433 theseus: cornelius batch 4 — domain applications
4 NEW claims + 3 enrichments from 8 articles (6 how-to guides + 1 researcher guide + 1 synthesis)

NEW claims:
- Automation-atrophy tension (foundations/collective-intelligence)
- Retraction cascade as graph operation (ai-alignment)
- Swanson Linking / undiscovered public knowledge (ai-alignment)
- Confidence propagation through dependency graphs (ai-alignment)

Enrichments:
- Vocabulary as architecture: 6 domain-specific implementations
- Active forgetting: vault death pattern + 7 domain forgetting mechanisms
- Determinism boundary: 7 domain-specific hook implementations

8 source archives in inbox/archive/

Pre-screening: ~70% overlap with existing KB. Only genuinely novel
insights extracted as standalone claims.

Pentagon-Agent: Theseus <46864DD4-DA71-4719-A1B4-68F7C55854D3>
2026-04-04 13:27:20 +01:00
9c8154825b leo: extract 9 attractor basin claims to grand-strategy domain
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- What: 9 civilizational attractor state claims moved from musings to KB
  - 5 negative basins: Molochian Exhaustion, Authoritarian Lock-in, Epistemic Collapse, Digital Feudalism, Comfortable Stagnation
  - 2 positive basins: Coordination-Enabled Abundance, Post-Scarcity Multiplanetary
  - 1 framework claim: civilizational basins share formal properties with industry attractors
  - 1 original insight: Agentic Taylorism (m3ta)
- Why: Approved by m3ta. Maps civilization-scale attractor landscape. Validates coordination capacity as keystone variable.
- Connections: depends on existing KB claims on coordination failures, Ostrom, futarchy, AI displacement, epidemiological transition

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
2026-04-04 13:19:47 +01:00
a8a07142d2 clay: fix OPSEC + challenge schema compliance
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1. Remove $250B+ from collective brain claim evidence section —
   replaced with structural description per OPSEC policy
2. Align challenge frontmatter with schemas/challenge.md:
   target → target_claim, strength → confidence: experimental,
   add challenge_type: boundary

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-04 13:00:23 +01:00
Teleo Pipeline
8c28a2d5e2 fix: strip code fences from Babic MAUDE AI extraction frontmatter
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Original extraction (PR #2257) wrapped YAML frontmatter in code blocks.
Stripped code fences, added proper --- delimiters. Content unchanged.

Co-Authored-By: Epimetheus <noreply@teleohq.com>
2026-04-04 11:55:32 +00:00
9d57b56f3d clay: 3 memetic bridge claims — connecting theory to applied entertainment
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Three synthesis claims bridging the theoretical memetic foundations
layer to applied entertainment cases:

1. Complex contagion explains community-owned IP growth (Centola →
   Claynosaurz progressive validation)
2. Collective brain theory predicts innovation asymmetry between
   consolidating studios and expanding creator economy (Henrich →
   three-body oligopoly + creator zero-sum)
3. Metaphor reframing explains AI content acceptance split (Lakoff →
   Cornelius outsider frame vs replacement frame)

All experimental confidence. Synthesis from existing KB claims +
cultural evolution literature, not new source extraction.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-03 20:26:35 +00:00
e0289906de astra: add 5 robotics founding claims — humanoid economics, automation plateau, manipulation gap, co-development loop, labor cost threshold sequence
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- What: 5 founding claims for the robotics domain (previously empty) plus updated _map.md
- Why: Robotics is the emptiest domain in the KB. These claims establish the threshold economics lens for humanoid deployment, map the automation plateau, identify manipulation as the binding constraint, frame the AI-robotics data flywheel, and predict the sector-by-sector labor substitution sequence
- Connections: Links to space threshold economics (launch cost parallel), atoms-to-bits spectrum, knowledge embodiment lag, three-conditions AI safety framework
- Sources: BLS wage data, Morgan Stanley BOM analysis, Google DeepMind RT-2/RT-X, PwC manufacturing outlook, NIST dexterity standards, Agility/Tesla/Unitree/Figure pricing

Pentagon-Agent: Astra <F3B07259-A0BF-461E-A474-7036AB6B93F7>
2026-04-03 20:25:53 +00:00
36e18b6d24 vida: add supports link from healthcare Jevons claim to fragility-from-efficiency foundation
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Healthcare Jevons paradox is a domain-specific instance of the general
pattern where efficiency optimization creates systemic fragility.

Pentagon-Agent: Vida <0D8450EB-8E65-4912-8F29-413A31916C11>
2026-04-03 20:24:10 +00:00
88cf9ac275 vida: add GLP-1→VBC cross-domain claim + provider consolidation musing
- What: Cross-domain claim bridging GLP-1 cost evidence to VBC adoption
  acceleration, plus seed musing on provider consolidation dynamics
- Why: Belief audit identified GLP-1→VBC mechanism as unformalised
  cross-domain connection (Rio overlap) and provider consolidation
  as an unbuilt argument. Leo requested both.
- Connections: depends on GLP-1 market claim + VBC payment boundary claim,
  supports attractor state claim. Musing flags Rio + Leo for cross-domain.

Pentagon-Agent: Vida <0D8450EB-8E65-4912-8F29-413A31916C11>
2026-04-03 20:24:09 +00:00
c78397ef0e clay: oligopoly scope enrichment — mid-budget squeeze, not blanket foreclosure
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Adds Creative Strategy Scope section to three-body oligopoly claim:
consolidation constrains mid-budget original IP but franchise tentpoles
and prestige adaptations both survive. Project Hail Mary challenge
accepted as scope refinement — challenge status updated to resolved.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-03 20:21:55 +00:00
b2b20d3129 theseus: moloch extraction — 4 NEW claims + 2 enrichments + 1 source archive
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- What: Extract AI-alignment claims from Alexander's "Meditations on Moloch",
  Abdalla manuscript "Architectural Investing", and Schmachtenberger framework
- Why: Molochian dynamics / multipolar traps were structural gaps in KB despite
  extensive coverage in Leo's grand-strategy musings. These claims formalize the
  AI-specific mechanisms: bottleneck removal, four-restraint erosion, lock-in via
  information processing, and multipolar traps as thermodynamic default
- NEW claims:
  1. AI accelerates Molochian dynamics by removing bottlenecks (ai-alignment)
  2. Four restraints taxonomy with AI targeting #2 and #3 (ai-alignment)
  3. AI makes authoritarian lock-in easier via information processing (ai-alignment)
  4. Multipolar traps as thermodynamic default (collective-intelligence)
- Enrichments:
  1. Taylor/soldiering parallel → alignment tax claim
  2. Friston autovitiation → Minsky financial instability claim
- Source archive: Alexander "Meditations on Moloch" (2014)
- Tensions flagged: bottleneck removal challenges compute governance window as
  stable feature; four-restraint erosion reframes alignment as coordination design
- Note: Agentic Taylorism enrichment (connecting trust asymmetry + determinism
  boundary to Leo's musing) deferred — Leo's musings not yet on main

Pentagon-Agent: Theseus <46864DD4-DA71-4719-A1B4-68F7C55854D3>
2026-04-03 18:32:29 +01:00
Teleo Agents
224c589a54 astra: extract claims from 2026-04-02-techcrunch-aetherflux-sbsp-dod-funding-falcon9-demo
- Source: inbox/queue/2026-04-02-techcrunch-aetherflux-sbsp-dod-funding-falcon9-demo.md
- Domain: space-development
- Claims: 1, Entities: 2
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
2026-04-03 14:42:32 +00:00
Teleo Agents
ef66470f41 leo: extract claims from 2026-04-03-montreal-protocol-commercial-pivot-enabling-conditions
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-04-03-montreal-protocol-commercial-pivot-enabling-conditions.md
- Domain: grand-strategy
- Claims: 2, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Leo <PIPELINE>
2026-04-03 14:32:18 +00:00
Teleo Agents
495623ff1b vida: extract claims from 2025-10-xx-california-ab489-ai-healthcare-disclosure-2026
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2025-10-xx-california-ab489-ai-healthcare-disclosure-2026.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-03 14:24:56 +00:00
Teleo Agents
a1c26fba70 leo: extract claims from 2026-04-03-coe-ai-framework-convention-scope-stratification
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-04-03-coe-ai-framework-convention-scope-stratification.md
- Domain: grand-strategy
- Claims: 1, Entities: 1
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Leo <PIPELINE>
2026-04-03 14:24:21 +00:00
Teleo Agents
583cd18c04 entity-batch: update 1 entities
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- Applied 1 entity operations from queue
- Files: domains/health/glp1-access-inverted-by-cardiovascular-risk-creating-efficacy-translation-barrier.md

Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-04-03 14:22:08 +00:00
Teleo Agents
bc26555fdb astra: extract claims from 2026-03-xx-breakingdefense-space-data-network-golden-dome
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-03-xx-breakingdefense-space-data-network-golden-dome.md
- Domain: space-development
- Claims: 2, Entities: 2
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
2026-04-03 14:20:37 +00:00
Teleo Agents
bd8d005325 astra: extract claims from 2026-03-27-airandspaceforces-golden-dome-odc-requirement
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-03-27-airandspaceforces-golden-dome-odc-requirement.md
- Domain: space-development
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
2026-04-03 14:19:32 +00:00
Teleo Agents
4f46677db6 astra: extract claims from 2026-03-25-nationaldefense-odc-space-operations-panel
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-03-25-nationaldefense-odc-space-operations-panel.md
- Domain: space-development
- Claims: 2, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
2026-04-03 14:18:59 +00:00
Teleo Agents
3b4d4e7d4a vida: extract claims from 2026-02-01-lancet-making-obesity-treatment-more-equitable
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-02-01-lancet-making-obesity-treatment-more-equitable.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-03 14:18:24 +00:00
Teleo Agents
355ff2d5d1 extract: 2026-01-21-aha-2026-heart-disease-stroke-statistics-update
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-03 14:17:16 +00:00
Teleo Agents
63e0d5ebe0 vida: extract claims from 2025-xx-rga-glp1-population-mortality-reduction-2045-timeline
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2025-xx-rga-glp1-population-mortality-reduction-2045-timeline.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-03 14:16:11 +00:00
Teleo Agents
975cd46347 vida: extract claims from 2025-xx-npj-digital-medicine-hallucination-safety-framework-clinical-llms
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2025-xx-npj-digital-medicine-hallucination-safety-framework-clinical-llms.md
- Domain: health
- Claims: 2, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-03 14:15:36 +00:00
Teleo Agents
4b518fd240 vida: extract claims from 2025-06-25-jacc-cvd-mortality-trends-us-1999-2023-yan
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2025-06-25-jacc-cvd-mortality-trends-us-1999-2023-yan.md
- Domain: health
- Claims: 2, Entities: 0
- Enrichments: 4
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-03 14:12:24 +00:00
Teleo Agents
82756859e7 leo: extract claims from 2025-05-20-who-pandemic-agreement-adoption-us-withdrawal
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2025-05-20-who-pandemic-agreement-adoption-us-withdrawal.md
- Domain: grand-strategy
- Claims: 2, Entities: 1
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Leo <PIPELINE>
2026-04-03 14:11:20 +00:00
Teleo Agents
4a50726b74 vida: extract claims from 2025-04-09-icer-glp1-access-gap-affordable-access-obesity-us
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2025-04-09-icer-glp1-access-gap-affordable-access-obesity-us.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-03 14:09:45 +00:00
Teleo Agents
d0ba54c3b2 leo: extract claims from 2025-02-11-paris-ai-summit-us-uk-strategic-opt-out
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2025-02-11-paris-ai-summit-us-uk-strategic-opt-out.md
- Domain: grand-strategy
- Claims: 2, Entities: 1
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Leo <PIPELINE>
2026-04-03 14:08:41 +00:00
Teleo Agents
53360666f7 reweave: connect 39 orphan claims via vector similarity
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Threshold: 0.7, Haiku classification, 67 files modified.

Pentagon-Agent: Epimetheus <0144398e-4ed3-4fe2-95a3-3d72e1abf887>
2026-04-03 14:01:58 +00:00
Teleo Agents
afac77ed8e substantive-fix: address reviewer feedback (date_errors, confidence_miscalibration)
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2026-04-02 16:41:26 +01:00
49a4e0c1c9 theseus: moloch extraction — 4 NEW claims + 2 enrichments + 1 source archive
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- What: Extract AI-alignment claims from Alexander's "Meditations on Moloch",
  Abdalla manuscript "Architectural Investing", and Schmachtenberger framework
- Why: Molochian dynamics / multipolar traps were structural gaps in KB despite
  extensive coverage in Leo's grand-strategy musings. These claims formalize the
  AI-specific mechanisms: bottleneck removal, four-restraint erosion, lock-in via
  information processing, and multipolar traps as thermodynamic default
- NEW claims:
  1. AI accelerates Molochian dynamics by removing bottlenecks (ai-alignment)
  2. Four restraints taxonomy with AI targeting #2 and #3 (ai-alignment)
  3. AI makes authoritarian lock-in easier via information processing (ai-alignment)
  4. Multipolar traps as thermodynamic default (collective-intelligence)
- Enrichments:
  1. Taylor/soldiering parallel → alignment tax claim
  2. Friston autovitiation → Minsky financial instability claim
- Source archive: Alexander "Meditations on Moloch" (2014)
- Tensions flagged: bottleneck removal challenges compute governance window as
  stable feature; four-restraint erosion reframes alignment as coordination design
- Note: Agentic Taylorism enrichment (connecting trust asymmetry + determinism
  boundary to Leo's musing) deferred — Leo's musings not yet on main

Pentagon-Agent: Theseus <46864DD4-DA71-4719-A1B4-68F7C55854D3>
2026-04-02 16:17:12 +01:00
Teleo Agents
d8032aba10 vida: extract claims from 2026-xx-npj-digital-medicine-innovating-global-regulatory-frameworks-genai-medical-devices
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-xx-npj-digital-medicine-innovating-global-regulatory-frameworks-genai-medical-devices.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-02 10:53:00 +00:00
Teleo Agents
87ce090e3b vida: extract claims from 2026-xx-jco-oncology-practice-liability-risks-ambient-ai-clinical-workflows
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-xx-jco-oncology-practice-liability-risks-ambient-ai-clinical-workflows.md
- Domain: health
- Claims: 2, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-02 10:51:25 +00:00
Teleo Agents
5fa6420ed9 vida: extract claims from 2026-01-xx-ecri-2026-health-tech-hazards-ai-chatbot-misuse-top-hazard
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-01-xx-ecri-2026-health-tech-hazards-ai-chatbot-misuse-top-hazard.md
- Domain: health
- Claims: 2, Entities: 1
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-02 10:49:13 +00:00
Teleo Agents
e53a69c1ef vida: extract claims from 2026-01-xx-covington-fda-cds-guidance-2026-five-key-takeaways
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-01-xx-covington-fda-cds-guidance-2026-five-key-takeaways.md
- Domain: health
- Claims: 2, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-02 10:48:39 +00:00
Teleo Agents
bcd3e15989 vida: extract claims from 2024-xx-handley-npj-ai-safety-issues-fda-device-reports
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2024-xx-handley-npj-ai-safety-issues-fda-device-reports.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-02 10:46:33 +00:00
Teleo Agents
cd355af146 theseus: extract claims from 2026-04-02-anthropic-circuit-tracing-claude-haiku-production-results
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-04-02-anthropic-circuit-tracing-claude-haiku-production-results.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-02 10:45:29 +00:00
Teleo Agents
7e9221431c theseus: extract claims from 2026-04-02-scaling-laws-scalable-oversight-nso-ceiling-results
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-04-02-scaling-laws-scalable-oversight-nso-ceiling-results.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-02 10:40:18 +00:00
Teleo Agents
4e765b213d theseus: extract claims from 2026-04-02-openai-apollo-deliberative-alignment-situational-awareness-problem
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-04-02-openai-apollo-deliberative-alignment-situational-awareness-problem.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-02 10:39:14 +00:00
Teleo Agents
bb6ad13947 theseus: extract claims from 2026-04-02-mechanistic-interpretability-state-2026-progress-limits
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-04-02-mechanistic-interpretability-state-2026-progress-limits.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-02 10:37:38 +00:00
Teleo Agents
e2f4565bd3 theseus: extract claims from 2026-04-02-apollo-research-frontier-models-scheming-empirical-confirmed
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-04-02-apollo-research-frontier-models-scheming-empirical-confirmed.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 5
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-02 10:35:43 +00:00
Teleo Agents
f4657d8744 astra: extract claims from 2026-03-XX-spacecomputer-orbital-cooling-landscape-analysis
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-03-XX-spacecomputer-orbital-cooling-landscape-analysis.md
- Domain: space-development
- Claims: 1, Entities: 2
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
2026-04-02 10:27:51 +00:00
Teleo Agents
d7504308bf astra: extract claims from 2026-03-30-techstartups-starcloud-170m-series-a-tier-roadmap
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-03-30-techstartups-starcloud-170m-series-a-tier-roadmap.md
- Domain: space-development
- Claims: 2, Entities: 1
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
2026-04-02 10:26:19 +00:00
Teleo Agents
514d967929 astra: extract claims from 2026-03-21-nasaspaceflight-blue-origin-new-glenn-odc-ambitions
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-03-21-nasaspaceflight-blue-origin-new-glenn-odc-ambitions.md
- Domain: space-development
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
2026-04-02 10:25:13 +00:00
91557d3bca clay: Project Hail Mary challenge to three-body oligopoly thesis
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Scope challenge — prestige adaptations with A-list talent may be a viable
fourth risk category that consolidation doesn't eliminate. Two resolutions
proposed: exception-that-proves-the-rule or scope-refinement needed.

First challenge filed using the new schemas/challenge.md from PR #2239.

Schema change: none. Additive — new challenge file + challenged_by update.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-01 22:44:48 +01:00
dd46684dda Merge PR #2234: Clay Paramount/Skydance/WBD merger — 3 new claims, 2 enrichments, 1 source
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-04-01 21:39:50 +01:00
90ac516202 fix: restore original community-owned-IP claim and wrap bare wiki link
Auto-fix mangled this file by replacing original claim content with
consolidation claim content wrapped in a code fence. Restored original
79-line file and applied the reviewer fix: wrap bare wiki link on line 72
in [[]] for consistency.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-01 21:38:16 +01:00
Teleo Agents
64960d1b7e substantive-fix: address reviewer feedback (confidence_miscalibration, near_duplicate) 2026-04-01 20:36:49 +00:00
29ef4dd3f2 clay: add 3 claims + 2 enrichments on Paramount/Skydance/WBD merger
- What: 3 new claims (Big Three consolidation, debt fragility, creator economy escape valve) + 2 enrichments (IP-as-platform, community-owned IP provenance advantage) + source archive
- Why: Warner-Paramount merger is the largest in entertainment history and reshapes industry structure — predictions worth recording while the situation is live
- Connections: extends Shapiro disruption framework, streaming churn economics, creator economy infrastructure claims, Cathie Wood failure mode pattern

Pentagon-Agent: Clay <3d549d4c-0129-4008-bf4f-fdd367c1d184>
2026-04-01 21:30:45 +01:00
Teleo Agents
d7dcbb1aa0 vida: extract claims from 2025-07-09-medrxiv-kentucky-mtm-grocery-prescription-bp-reduction-9mmhg
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2025-07-09-medrxiv-kentucky-mtm-grocery-prescription-bp-reduction-9mmhg.md
- Domain: health
- Claims: 2, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-01 16:38:15 +00:00
Teleo Agents
cbe5a95eea vida: extract claims from 2024-02-23-jama-network-open-snap-antihypertensive-adherence-food-insecure
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2024-02-23-jama-network-open-snap-antihypertensive-adherence-food-insecure.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-01 16:37:39 +00:00
Teleo Agents
084df75efe vida: extract claims from 2025-xx-penn-ldi-obbba-snap-cuts-93000-premature-deaths
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2025-xx-penn-ldi-obbba-snap-cuts-93000-premature-deaths.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-01 16:37:34 +00:00
Teleo Agents
ef9d4fd575 clay: extract claims from 2026-03-30-tg-shared-p2pdotfound-2038631308956692643-s-20
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-03-30-tg-shared-p2pdotfound-2038631308956692643-s-20.md
- Domain: entertainment
- Claims: 2, Entities: 1
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Clay <PIPELINE>
2026-04-01 16:37:33 +00:00
Teleo Agents
e3ec6dfc3d extract: 2026-04-01-fda-tempo-cms-access-selection-pending-july-performance-period
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 16:07:12 +00:00
Teleo Agents
17e698bf75 extract: 2025-11-10-statnews-aha-food-is-medicine-bp-reverts-to-baseline-juraschek
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 15:50:44 +00:00
Teleo Agents
90d2183b1e auto-fix: strip 11 broken wiki links
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-04-01 15:48:32 +00:00
Teleo Agents
f390f2e599 extract: 2025-05-01-jama-cardiology-cardia-food-insecurity-incident-cvd-midlife
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 15:48:32 +00:00
96b5ba4381 Merge remote-tracking branch 'forgejo/extract/2026-03-26-tg-shared-jussy-world-2037178019631259903-s-46' 2026-04-01 16:30:12 +01:00
85963a1e10 Merge remote-tracking branch 'forgejo/extract/2026-03-25-tg-shared-shayonsengupta-2033923393095881205-s-20'
# Conflicts:
#	domains/internet-finance/MetaDAO is the futarchy launchpad on Solana where projects raise capital through unruggable ICOs governed by conditional markets creating the first platform for ownership coins at scale.md
#	inbox/archive/internet-finance/2026-03-25-tg-shared-shayonsengupta-2033923393095881205-s-20.md
2026-04-01 16:30:12 +01:00
5ed959d4be Merge remote-tracking branch 'forgejo/extract/2026-03-25-tg-shared-knimkar-2036423976281382950'
# Conflicts:
#	domains/internet-finance/consumer-crypto-adoption-requires-apps-optimized-for-earning-and-belonging-not-speculation.md
2026-04-01 16:30:12 +01:00
42e255c5ae Merge remote-tracking branch 'forgejo/extract/2026-03-25-tg-shared-p2pdotme-2036713898309525835-s-20'
# Conflicts:
#	domains/internet-finance/MetaDAO is the futarchy launchpad on Solana where projects raise capital through unruggable ICOs governed by conditional markets creating the first platform for ownership coins at scale.md
#	domains/internet-finance/metadao-ico-platform-demonstrates-15x-oversubscription-validating-futarchy-governed-capital-formation.md
2026-04-01 16:30:04 +01:00
Teleo Agents
da439923c4 extract: 2026-04-01-leo-fda-pharmaceutical-triggering-event-governance-cycles
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 16:29:12 +01:00
Teleo Agents
cd9bf06564 extract: 2026-04-01-leo-nuclear-npt-partial-coordination-success-limits
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 16:29:00 +01:00
Teleo Agents
0bbe323df2 extract: 2026-04-01-leo-nuclear-npt-partial-coordination-success-limits
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 15:24:18 +00:00
Teleo Agents
9ca14d9b38 extract: 2026-04-01-leo-internet-governance-technical-social-layer-split
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 15:23:14 +00:00
Teleo Agents
41e2c143fb extract: 2026-04-01-leo-fda-pharmaceutical-triggering-event-governance-cycles
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 15:22:09 +00:00
Teleo Agents
8621ba4658 extract: 2026-04-01-leo-enabling-conditions-technology-governance-coupling-synthesis
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 15:21:05 +00:00
Teleo Agents
e18163179d extract: 2026-04-01-leo-aviation-governance-icao-coordination-success
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-04-01 15:19:31 +00:00
Teleo Agents
4f17271fd1 entity-batch: update 1 entities
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Applied 1 entity operations from queue
- Files: domains/entertainment/human-made-is-becoming-a-premium-label-analogous-to-organic-as-AI-generated-content-becomes-dominant.md

Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-04-01 15:17:50 +00:00
80d32c4f09 Merge PR #2190: Cornelius Batch 3 — epistemology (10 NEW + 3 enrichments)
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-31 12:56:48 +01:00
Teleo Agents
ed6bc2aed3 extract: 2026-03-30-anthropic-hot-mess-of-ai-misalignment-scale-incoherence
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 11:52:30 +00:00
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
b15f86c51c extract: 2026-03-29-anthropic-public-first-action-pac-20m-ai-regulation
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
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
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
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
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 11:31:02 +00:00
Teleo Agents
e8906d96cc extract: 2026-03-27-tg-claim-m3taversal-p2p-me-ico-shows-93-capital-concentration-in-10-wallets-acr
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 11:15:23 +00:00
2be15706e4 Merge pull request 'reweave: connect 29 orphan claims' (#2186) from reweave/2026-03-31 into main
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-31 11:06:39 +00:00
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
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
ff0efee92d fix: remove stale duplicate of NLAH portability claim (#2182)
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Co-authored-by: Theseus <theseus@agents.livingip.xyz>
Co-committed-by: Theseus <theseus@agents.livingip.xyz>
2026-03-31 09:39:51 +00:00
a20ac0d89f Merge theseus/nlah-paper: 5 NEW claims + 1 enrichment from Pan et al. NLAH paper (PR #2180)
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-31 10:35:01 +01:00
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
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
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
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
6ed0e938f3 leo: fix code-fence wrapping on EU AI Act legislative ceiling claim
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
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