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m3taversal
1e5e6b2c68 leo: delete 8 duplicate claims, enrich 5 existing claims with novel bits
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Stress-tested 9 manuscript claims against existing KB. Found 7 were
duplicates of richer existing claims in foundations/ and domains/.
Also removed superseded priority-inheritance file from teleological-economics/.

Deleted (duplicates of existing richer claims):
- mechanisms/products-are-crystals-of-imagination (exists in foundations/teleological-economics)
- mechanisms/personbyte-limit (exists in foundations/teleological-economics)
- health/epidemiological-transition (exists in domains/health deaths-of-despair + relative-deprivation)
- grand-strategy/clockwork-worldview (exists in domains/grand-strategy)
- critical-systems/fragility-from-efficiency (exists in foundations/critical-systems)
- mechanisms/autovitatic-innovation (exists in domains/internet-finance)
- mechanisms/doubly-unstable-value (exists in domains/internet-finance)
- teleological-economics/priority-inheritance (superseded by rewritten internet-finance version)

Enriched with novel content from deleted files:
- autovitatic claim: added Friston's active inference formal generalization
- doubly-unstable-value claim: added Phaistos disk example + complement framing
- deaths-of-despair claim: added Wilkinson psychosocial evidence (3 studies)
- clockwork-worldview claim: added Weaver's complexity taxonomy + S&P 500 longevity stats
- efficiency-fragility claim: added mechanism paragraph (private gains, socialized costs)

Surviving manuscript claims: SOC (with Minsky integration) and Priority Inheritance
(with full Hidalgo/CS/investment three-thread synthesis).

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
 2026-04-21 18:04:03 +01:00
m3taversal
a54849e726 leo: rewrite priority inheritance with three-thread synthesis 
- CS origin: scheduler detects dependency, reprices in real time (solved problem)
- Hidalgo mechanism: value flows through overlapping competency networks in product space, not linear dependency chains
- Investment application: markets lack the scheduler — recognizing product-space adjacency before the market IS the priority inheritance protocol

Grounded in m3ta's review: jet engines → rockets is shared competencies (Hidalgo), not prerequisite components. The CS thread-priority analogy provides structural clarity. The gap between automated correction (CS) and market mispricing (investment) IS the thesis.

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
 2026-04-21 17:49:20 +01:00
m3taversal
5a48178a69 fix: add type/description fields to 9 manuscript claims + integrate Minsky into SOC
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Schema fix: all 9 claims from PR #3518 were missing type: claim and
description fields, causing tier0 validation failures. Added both.

Substantive: Minsky's FIH added as primary source to self-organized
criticality claim. The hedge→speculative→Ponzi progression IS the
mechanism that drives markets to the critical state. Three-framework
convergence section added (Bak + Mandelbrot + Minsky).

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
 2026-04-21 15:59:52 +00:00
m3taversal
b2b94e495c 9 manuscript-derived claims: self-organized criticality, autovitatic innovation, priority inheritance, and more
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Details 
Original concepts from the Architectural Investing manuscript, now formalized
as challengeable KB claims with proper sourcing.

Domains: mechanisms (5), grand-strategy (1), health (1), critical-systems (1),
teleological-economics (1).

Co-Authored-By: Leo <leo@teleo.ai>
 2026-04-21 15:40:26 +00:00
m3taversal
b2b18bdc28 musing: agent capital formation as core competency
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Details 
Four-layer argument: incumbent fragility, AI shortcomings, futarchy complement,
autocatalytic loop. Structural thesis, not product announcement.

Co-Authored-By: Leo <leo@teleo.ai>
 2026-04-21 15:39:53 +00:00
m3taversal
4e4e6bc692 remove 35 claims + 1 musing for pipeline re-ingestion 
These files were ff-merged bypassing the pipeline. Removing so they can be
re-submitted as proper PRs for eval, vectorization, and attribution.

Co-Authored-By: Leo <leo@teleo.ai>
 2026-04-21 16:37:30 +01:00
Teleo Pipeline
237d7b0c6c Add 9 manuscript-derived foundational claims filling knowledge base gaps
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2026-04-21 15:24:08 +00:00
Teleo Pipeline
1bcbe8b404 musing: agent capital formation as core competency 
Structural thesis on why AI agents raising capital is a core competency,
not a product feature. Covers incumbent fragility, three AI shortcomings
that futarchy offsets, the autocatalytic knowledge-capital loop, and
four infrastructure requirements.

Co-Authored-By: Leo <leo@teleohumanity.com>
 2026-04-21 15:04:55 +00:00
Teleo Agents
b1bb7401b3 Merge branch 'leo/foundational-claims-reweave' 2026-04-21 14:14:04 +00:00
Teleo Agents
bc8a363568 Add 26 foundational claims filling knowledge base gaps
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Details 
7 clusters: optimization theory (hill climbing, simulated annealing),
information & markets (EMH, cascades, Hayek, Vickrey, priors),
strategy theory (design not decision, inertia types, proximate objectives,
wave-riding, moat deepening, independent judgment, scarcity analysis),
path dependence & complexity (path dependence, product space, punctuated
equilibrium, recursive improvement, existential risk),
narrative & meaning (breakdown speed, lifecycle, plausibility structures,
meaning+coordination requirement),
biological organization (nested Markov blankets),
internet-finance (ICO mechanism design failure).

These are the 26 most-referenced missing wiki-link targets --
claims the KB expected to exist but nobody had written yet.

Co-Authored-By: Leo <leo@teleo.earth>
 2026-04-21 14:12:46 +00:00
m3taversal
1fef01b163 fix: prefix 543 broken wiki-links with maps/ directory 
13 map file targets were linked as bare names ([[livingip overview]])
but files live at maps/. Script walks all claim files outside maps/
and prefixes with maps/ path. 351 files modified, zero remaining
bare instances, zero double-prefixes.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-21 14:54:41 +01:00
Teleo Pipeline
b57d1623f7 reweave: 42 cross-domain links across 5 structural bridges
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Details 
Deskilling Bridge (health <-> ai-alignment): 11 links
Governance Mechanism Bridge (alignment <-> internet-finance): 8 links
Attractor-Evidence Bridge (grand-strategy <-> health/AI/CI): 12 links
Entertainment-Labor-FEP Bridge: 13 links (includes nested Markov blankets)
Space-Energy Bridge: 11 links

Cross-domain connectivity: 70 -> ~112 links (60% improvement)

Co-Authored-By: Leo <leo@teleo.ai>
 2026-04-21 13:38:51 +00:00
m3taversal
be8ff41bfe link: bidirectional source↔claim index — 414 claims + 252 sources connected 
Wrote sourced_from: into 414 claim files pointing back to their origin source.
Backfilled claims_extracted: into 252 source files that were processed but
missing this field. Matching uses author+title overlap against claim source:
field, validated against 296 known-good pairs from existing claims_extracted.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-21 11:55:18 +01:00
m3taversal
d868633493 integrate 99 orphan claims across 6 domain clusters 
Three parallel agents connected isolated claims to related files:
- ai-alignment: 34 files, governance/coordination orphans linked
- health: 32 files, CVD/mortality/food-industry orphans linked
- space-development: 19 files
- internet-finance: 8 files (futarchy, zkTLS orphans)
- collective-intelligence: 4 files
- core/teleohumanity: 2 files

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-21 10:35:42 +01:00
m3taversal
f63eb8000a fix: normalize 1,072 broken wiki-links across 604 files 
Mechanical space→hyphen conversion in frontmatter references
(related_claims, challenges, supports, etc.) to match actual
filenames. Fixes 26.9% broken link rate found by wiki-link audit.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-21 10:21:26 +01:00
Teleo Agents
86a589b7df leo: extract claims from 2026-04-21-stanford-codex-nippon-life-openai-architectural-negligence 
- Source: inbox/queue/2026-04-21-stanford-codex-nippon-life-openai-architectural-negligence.md
- Domain: grand-strategy
- Claims: 2, Entities: 1
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Leo <PIPELINE>
 2026-04-21 08:25:33 +00:00
Teleo Agents
fd029fbbfc source: 2026-04-21-stanford-codex-nippon-life-openai-architectural-negligence.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-21 08:24:03 +00:00
Teleo Agents
8548a11c9f leo: extract claims from 2026-04-21-penn-ehrs-durc-pepp-governance-vacuum 
- Source: inbox/queue/2026-04-21-penn-ehrs-durc-pepp-governance-vacuum.md
- Domain: grand-strategy
- Claims: 2, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Leo <PIPELINE>
 2026-04-21 08:23:40 +00:00
Teleo Agents
c8f30ae6ff source: 2026-04-21-pmc-turning-point-research-governance-life-sciences.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-21 08:22:02 +00:00
Teleo Agents
7f2fc6af1f source: 2026-04-21-penn-ehrs-durc-pepp-governance-vacuum.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-21 08:21:41 +00:00
Teleo Agents
560bfa38b8 leo: extract claims from 2026-04-21-maxwell-1997-dupont-cfc-ban-regulatory-strategy 
- Source: inbox/queue/2026-04-21-maxwell-1997-dupont-cfc-ban-regulatory-strategy.md
- Domain: grand-strategy
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Leo <PIPELINE>
 2026-04-21 08:21:18 +00:00
Teleo Agents
a629f66299 source: 2026-04-21-maxwell-1997-dupont-cfc-ban-regulatory-strategy.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-21 08:20:44 +00:00
Teleo Agents
8a19a5a2c2 leo: extract claims from 2026-04-21-cnbc-anthropic-dc-circuit-april-8-ruling
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Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
Details 
- Source: inbox/queue/2026-04-21-cnbc-anthropic-dc-circuit-april-8-ruling.md
- Domain: grand-strategy
- Claims: 2, Entities: 1
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Leo <PIPELINE>
 2026-04-21 08:19:54 +00:00
Teleo Agents
0e4068ba33 source: 2026-04-21-dugoua-lse-montreal-protocol-induced-innovation.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-21 08:18:57 +00:00
Teleo Agents
72c90e35d6 leo: extract claims from 2026-04-21-barrett-environment-statecraft-montreal-pd-mechanism
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Details 
- Source: inbox/queue/2026-04-21-barrett-environment-statecraft-montreal-pd-mechanism.md
- Domain: grand-strategy
- Claims: 2, Entities: 0
- Enrichments: 4
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Leo <PIPELINE>
 2026-04-21 08:18:34 +00:00
Teleo Agents
9eeecf03a8 source: 2026-04-21-cnbc-anthropic-dc-circuit-april-8-ruling.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-21 08:18:15 +00:00
Teleo Agents
9ba2764301 source: 2026-04-21-barrett-environment-statecraft-montreal-pd-mechanism.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-21 08:17:13 +00:00
Teleo Agents
bbc1f2c53c leo: research session 2026-04-21 — 7 sources archived
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Pentagon-Agent: Leo <HEADLESS>
 2026-04-21 08:15:30 +00:00
Teleo Agents
20bca755f8 astra: extract claims from 2026-04-21-spacex-starship-v3-flight12-reuse-economics
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Details 
- Source: inbox/queue/2026-04-21-spacex-starship-v3-flight12-reuse-economics.md
- Domain: space-development
- Claims: 0, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
 2026-04-21 06:24:34 +00:00
Teleo Agents
f3845a2718 astra: extract claims from 2026-04-21-space-com-ng3-booster-reuse-mission-failure
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Details 
- Source: inbox/queue/2026-04-21-space-com-ng3-booster-reuse-mission-failure.md
- Domain: space-development
- Claims: 0, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
 2026-04-21 06:24:14 +00:00
Teleo Agents
86458ea891 astra: extract claims from 2026-04-21-planetary-defense-multiplanetary-risk-distinction 
- Source: inbox/queue/2026-04-21-planetary-defense-multiplanetary-risk-distinction.md
- Domain: space-development
- Claims: 1, Entities: 0
- Enrichments: 0
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
 2026-04-21 06:23:26 +00:00
Teleo Agents
0bc8cf008b source: 2026-04-21-spacex-starship-v3-flight12-reuse-economics.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-21 06:23:07 +00:00
Teleo Agents
0eed60ee1f source: 2026-04-21-space-com-ng3-booster-reuse-mission-failure.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-21 06:22:33 +00:00
Teleo Agents
c83a9c0b54 astra: extract claims from 2026-04-21-neo-surveyor-2027-planetary-defense-gap
Some checks failed
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
Details 
- Source: inbox/queue/2026-04-21-neo-surveyor-2027-planetary-defense-gap.md
- Domain: space-development
- Claims: 0, Entities: 1
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
 2026-04-21 06:22:22 +00:00
Teleo Agents
2d520d6f90 source: 2026-04-21-planetary-defense-multiplanetary-risk-distinction.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-21 06:22:00 +00:00
Teleo Agents
3814d560d2 astra: extract claims from 2026-04-21-nasa-dart-solar-orbit-change-science-advances
Some checks failed
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
Details 
- Source: inbox/queue/2026-04-21-nasa-dart-solar-orbit-change-science-advances.md
- Domain: space-development
- Claims: 2, Entities: 2
- Enrichments: 0
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
 2026-04-21 06:21:33 +00:00
Teleo Agents
c453ea9506 source: 2026-04-21-neo-surveyor-2027-planetary-defense-gap.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-21 06:20:26 +00:00
Teleo Agents
7aa3993fda source: 2026-04-21-nasa-dart-solar-orbit-change-science-advances.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-21 06:19:45 +00:00
Teleo Agents
3fc296b6f7 source: 2026-04-21-esa-hera-early-arrival-november-2026.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-21 06:18:54 +00:00
Teleo Agents
0383061cfa astra: research session 2026-04-21 — 6 sources archived 
Pentagon-Agent: Astra <HEADLESS>
 2026-04-21 06:17:28 +00:00
Teleo Agents
1b0cc94a3b vida: extract claims from 2026-04-21-apotex-fda-tentative-approval-generic-semaglutide
Some checks failed
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
Details 
- Source: inbox/queue/2026-04-21-apotex-fda-tentative-approval-generic-semaglutide.md
- Domain: health
- Claims: 0, Entities: 2
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
 2026-04-21 04:49:34 +00:00
Teleo Agents
922547cd69 vida: extract claims from 2026-04-21-who-glp1-obesity-guideline-december-2025
Some checks failed
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
Details 
- Source: inbox/queue/2026-04-21-who-glp1-obesity-guideline-december-2025.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
 2026-04-21 04:49:15 +00:00
Teleo Agents
670dd1bbe1 vida: extract claims from 2026-04-21-telehealth-disparities-2019-2020-jtt 
- Source: inbox/queue/2026-04-21-telehealth-disparities-2019-2020-jtt.md
- Domain: health
- Claims: 0, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
 2026-04-21 04:48:55 +00:00
Teleo Agents
0637d9c0f8 vida: extract claims from 2026-04-21-smartphone-mental-health-apps-efficacy-attrition 
- Source: inbox/queue/2026-04-21-smartphone-mental-health-apps-efficacy-attrition.md
- Domain: health
- Claims: 0, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
 2026-04-21 04:48:06 +00:00
Teleo Agents
ba91a21f95 source: 2026-04-21-who-glp1-obesity-guideline-december-2025.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-21 04:47:56 +00:00
Teleo Agents
6e0d88d740 source: 2026-04-21-telehealth-disparities-2019-2020-jtt.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-21 04:47:07 +00:00
Teleo Agents
6dcb044111 vida: extract claims from 2026-04-21-savardi-radiology-ai-error-resilience 
- Source: inbox/queue/2026-04-21-savardi-radiology-ai-error-resilience.md
- Domain: health
- Claims: 0, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
 2026-04-21 04:46:46 +00:00
Teleo Agents
6fafa46876 source: 2026-04-21-smartphone-mental-health-apps-efficacy-attrition.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-21 04:46:40 +00:00
Teleo Agents
dd3a5f8515 vida: extract claims from 2026-04-21-pubmed-null-result-ai-durable-upskilling
Some checks failed
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
Details 
- Source: inbox/queue/2026-04-21-pubmed-null-result-ai-durable-upskilling.md
- Domain: health
- Claims: 0, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
 2026-04-21 04:45:57 +00:00
Teleo Agents
cc53fad5f2 vida: extract claims from 2026-04-21-praim-mammography-optional-use-nature-medicine 
- Source: inbox/queue/2026-04-21-praim-mammography-optional-use-nature-medicine.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
 2026-04-21 04:45:08 +00:00