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Author SHA1 Message Date
Teleo Agents
f6941c2cf5 substantive-fix: address reviewer feedback (date_errors)
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Details
2026-04-07 12:56:56 +00:00
Teleo Agents
79c1e85f74 fix: strip code fences from LLM fixer output 2026-04-07 12:56:55 +00:00
Teleo Agents
7bae9d96cc substantive-fix: address reviewer feedback (date_errors) 2026-04-07 12:56:55 +00:00
Teleo Agents
99ed50b412 theseus: extract claims from 2026-04-06-apollo-research-stress-testing-deliberative-alignment 
- Source: inbox/queue/2026-04-06-apollo-research-stress-testing-deliberative-alignment.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
 2026-04-07 12:56:55 +00:00
Teleo Agents
3328d01cfe fix: restore original claim (fixer wrote JSON over it)
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Details
2026-04-07 12:42:51 +00:00
Teleo Agents
985d25e993 fix: strip code fences from LLM fixer output 2026-04-07 12:42:51 +00:00
Teleo Agents
8529807495 substantive-fix: address reviewer feedback (confidence_miscalibration) 2026-04-07 12:42:51 +00:00
Teleo Agents
aec484b725 theseus: extract claims from 2026-04-06-icrc-autonomous-weapons-ihl-position 
- Source: inbox/queue/2026-04-06-icrc-autonomous-weapons-ihl-position.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
 2026-04-07 12:42:51 +00:00
Teleo Agents
7a12456f1e fix: strip code fences from LLM fixer output
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details
2026-04-07 12:42:03 +00:00
Teleo Agents
2b8522cf10 substantive-fix: address reviewer feedback (scope_error) 2026-04-07 12:42:02 +00:00
Teleo Agents
3ea4a7f07d rio: extract claims from 2026-04-05-decrypt-x402-foundation-ai-agent-payments 
- Source: inbox/queue/2026-04-05-decrypt-x402-foundation-ai-agent-payments.md
- Domain: internet-finance
- Claims: 2, Entities: 2
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Rio <PIPELINE>
 2026-04-07 12:42:02 +00:00
Teleo Agents
ce9b556ad3 theseus: extract claims from 2026-04-06-steganographic-cot-process-supervision
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-04-06-steganographic-cot-process-supervision.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
 2026-04-07 10:26:07 +00:00
Teleo Agents
a06dd25d27 theseus: extract claims from 2026-04-06-nest-steganographic-thoughts
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-04-06-nest-steganographic-thoughts.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
 2026-04-07 10:25:20 +00:00
Teleo Agents
5fc36fc7e4 theseus: extract claims from 2026-04-06-circuit-tracing-production-safety-mitra
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-04-06-circuit-tracing-production-safety-mitra.md
- Domain: ai-alignment
- Claims: 2, Entities: 1
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
 2026-04-07 10:24:00 +00:00
Teleo Agents
eb661541ae theseus: extract claims from 2026-04-06-apollo-safety-cases-ai-scheming
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-04-06-apollo-safety-cases-ai-scheming.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
 2026-04-07 10:23:43 +00:00
Teleo Agents
12b66f72c9 theseus: extract claims from 2026-04-06-anthropic-emotion-concepts-function
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-04-06-anthropic-emotion-concepts-function.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
 2026-04-07 10:22:26 +00:00
Teleo Agents
fb0b7dec00 rio: extract claims from 2026-04-05-dlnews-clarity-act-risk-coinbase-trust-charter
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Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-04-05-dlnews-clarity-act-risk-coinbase-trust-charter.md
- Domain: internet-finance
- Claims: 1, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Rio <PIPELINE>
 2026-04-07 10:21:32 +00:00
Teleo Agents
03e8eb9970 rio: extract claims from 2026-04-05-coindesk-drift-north-korea-six-month-operation
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-04-05-coindesk-drift-north-korea-six-month-operation.md
- Domain: internet-finance
- Claims: 2, Entities: 2
- Enrichments: 0
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Rio <PIPELINE>
 2026-04-07 10:20:47 +00:00
Teleo Agents
bd996a2aec reweave: merge 30 files via frontmatter union [auto]
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Details
2026-04-07 01:25:39 +00:00
Teleo Agents
62273c09a5 reweave: merge 42 files via frontmatter union [auto]
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Details
2026-04-07 00:49:11 +00:00
Teleo Agents
8b4463d697 fix: normalize YAML list indentation across 241 claim files
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Details 
Previous reweave runs used 2-space indent + quotes for list entries
while the standard format is 0-space indent without quotes. This caused
YAML parse failures during merge. Bulk-fixed all reweave_edges files.

Pentagon-Agent: Ship <D53BE6DB-B498-4B30-B588-75D1F6D2124A>
 2026-04-07 00:44:26 +00:00
Theseus
68bed4bda5 astra: 4 CFS/fusion deep-dive claims (v2 — review feedback addressed) (#2450)
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Details 
Co-authored-by: Theseus <theseus@agents.livingip.xyz>
Co-committed-by: Theseus <theseus@agents.livingip.xyz>
 2026-04-06 20:03:11 +00:00
Teleo Agents
0e3f3c289d reweave: merge 52 files via frontmatter union [auto]
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details
2026-04-06 19:55:09 +00:00
Teleo Agents
be8e5ceeae clay: extract claims from 2025-xx-xx-reactor-ken-liu-sf-cant-predict
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2025-xx-xx-reactor-ken-liu-sf-cant-predict.md
- Domain: entertainment
- Claims: 2, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Clay <PIPELINE>
 2026-04-06 11:18:41 +00:00
Teleo Agents
901efdba07 leo: extract claims from 2026-04-06-soft-to-hard-law-stepping-stone-evidence-ai-governance
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-04-06-soft-to-hard-law-stepping-stone-evidence-ai-governance.md
- Domain: grand-strategy
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Leo <PIPELINE>
 2026-04-06 11:08:35 +00:00
Teleo Agents
da83bfcbe5 leo: extract claims from 2026-04-06-eu-ai-act-omnibus-vii-delays-march-2026
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-04-06-eu-ai-act-omnibus-vii-delays-march-2026.md
- Domain: grand-strategy
- Claims: 1, Entities: 1
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Leo <PIPELINE>
 2026-04-06 11:08:27 +00:00
Teleo Agents
c3b00e668f leo: extract claims from 2026-04-06-coe-ai-convention-eu-ratification-canada-japan
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-04-06-coe-ai-convention-eu-ratification-canada-japan.md
- Domain: grand-strategy
- Claims: 1, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Leo <PIPELINE>
 2026-04-06 11:07:53 +00:00
Teleo Agents
f807549af8 clay: extract claims from 2025-10-xx-variety-cabana-creator-led-transmedia
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2025-10-xx-variety-cabana-creator-led-transmedia.md
- Domain: entertainment
- Claims: 2, Entities: 1
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Clay <PIPELINE>
 2026-04-06 11:06:45 +00:00
Teleo Agents
9882e72b5d clay: extract claims from 2025-06-02-variety-claynosaurz-mediawan-animated-series 
- Source: inbox/queue/2025-06-02-variety-claynosaurz-mediawan-animated-series.md
- Domain: entertainment
- Claims: 1, Entities: 2
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Clay <PIPELINE>
 2026-04-06 11:06:41 +00:00
Teleo Agents
2a38fa2037 clay: extract claims from 2023-06-29-psl-red-team-defense-final-season
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2023-06-29-psl-red-team-defense-final-season.md
- Domain: entertainment
- Claims: 1, Entities: 1
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Clay <PIPELINE>
 2026-04-06 11:06:39 +00:00
Teleo Agents
f89cef4085 clay: extract claims from 2019-07-xx-weforum-france-army-scifi-writers
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2019-07-xx-weforum-france-army-scifi-writers.md
- Domain: entertainment
- Claims: 1, Entities: 1
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Clay <PIPELINE>
 2026-04-06 11:06:03 +00:00
Teleo Agents
da5e7b588c astra: extract claims from 2026-11-04-dcd-google-project-suncatcher-planet-labs-tpu-orbit
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-11-04-dcd-google-project-suncatcher-planet-labs-tpu-orbit.md
- Domain: space-development
- Claims: 2, Entities: 1
- Enrichments: 0
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
 2026-04-06 11:05:27 +00:00
Teleo Agents
f8802e038f astra: extract claims from 2026-03-XX-airandspaceforces-no-golden-dome-requirements-dual-use
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-03-XX-airandspaceforces-no-golden-dome-requirements-dual-use.md
- Domain: space-development
- Claims: 1, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
 2026-04-06 11:05:24 +00:00
Teleo Agents
52af4b15fd astra: extract claims from 2025-12-17-airandspaceforces-apex-project-shadow-golden-dome-interceptor
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2025-12-17-airandspaceforces-apex-project-shadow-golden-dome-interceptor.md
- Domain: space-development
- Claims: 2, Entities: 1
- Enrichments: 0
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
 2026-04-06 10:06:34 +00:00
m3taversal
381b4f4e48 theseus: add 5 claims from Bostrom, Russell, Drexler alignment foundations
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Details 
- What: Phase 3 of alignment research program. 5 NEW claims covering CAIS
  (Drexler), corrigibility through uncertainty (Russell), vulnerable world
  hypothesis (Bostrom), emergent agency CHALLENGE, and inverse RL (Russell).
- Why: KB had near-zero coverage of Russell and Drexler despite both being
  foundational. CAIS is the closest published framework to our collective
  architecture. Russell's corrigibility-through-uncertainty directly challenges
  Yudkowsky's corrigibility claim from Phase 1.
- Connections: CAIS supports patchwork AGI + collective alignment gap claims.
  Emergent agency challenges both CAIS and our collective thesis. Russell's
  off-switch challenges Yudkowsky's corrigibility framing.

Pentagon-Agent: Theseus <46864dd4-da71-4719-a1b4-68f7c55854d3>
 2026-04-05 23:55:04 +01:00
m3taversal
08dea4249f theseus: extract 4 NEW claims + 1 enrichment from Christiano core alignment research 
Phase 2 of 5-phase AI alignment research program. Christiano's prosaic
alignment counter-position to Yudkowsky. Pre-screening: ~30% overlap with
existing KB (scalable oversight, RLHF critiques, voluntary coordination).

NEW claims:
1. Prosaic alignment — empirical iteration generates useful alignment signal at
   pre-critical capability levels (CHALLENGES sharp left turn absolutism)
2. Verification easier than generation — holds at current scale, narrows with
   capability gaps, creating time-limited alignment window (TENSIONS with
   Yudkowsky's verification asymmetry)
3. ELK — formalizes AI knowledge-output gap as tractable subproblem, 89%
   linear probe recovery at current capability levels
4. IDA — recursive human+AI amplification preserves alignment through
   distillation iterations but compounding errors make guarantee probabilistic

ENRICHMENT:
- Scalable oversight claim: added Christiano's debate theory (PSPACE
  amplification with poly-time judges) as theoretical basis that empirical
  data challenges

Source: Paul Christiano, Alignment Forum (2016-2022), arXiv:1805.00899,
arXiv:1706.03741, ARC ELK report (2021), Yudkowsky-Christiano takeoff debate

Pentagon-Agent: Theseus <46864dd4-da71-4719-a1b4-68f7c55854d3>
 2026-04-05 20:16:59 +01:00
m3taversal
d473b07080 rio: rewrite oversubscription claim — capital cycling not governance validation
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Details 
- What: Replaced the 15x oversubscription claim with corrected framing.
  Pro-rata allocation mechanically produces high oversubscription because
  rational participants deposit maximum capital knowing they'll be refunded.
  The ratio measures capital cycling, not mechanism quality.
- Why: m3ta flagged the original claim — oversubscription is structurally
  inevitable under pro-rata, not validating. Better headline metrics: 35%
  proposal rejection rate, 100% OTC pricing accuracy, anti-extraction
  enforcement. 15x stays as evidence, stops being the headline.
- Connections: Updated wiki links in metadao.md entity, solomon decision
  record, and capital concentration claim. Old file removed with replaces
  field in new file for traceability.

Pentagon-Agent: Rio <244BA05F-3AA3-4079-8C59-6D68A77C76FE>
 2026-04-05 19:51:01 +01:00
m3taversal
833f00a798 theseus: qualify capability bounding response in multipolar instability claim
Some checks are pending
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Details 
- What: Added SICA/GEPA evidence qualification to the first KB response
  in the multipolar instability CHALLENGE claim per Leo's review
- Why: The original phrasing stated capability bounding as fact without
  acknowledging that our own self-improvement findings (SICA 17%→53%,
  GEPA trace-based optimization) suggest individual capability pressure
  may undermine the sub-superintelligent agent constraint

Pentagon-Agent: Theseus <46864dd4-da71-4719-a1b4-68f7c55854d3>
 2026-04-05 19:40:58 +01:00
m3taversal
46fa3fb38d Session capture: 20260405-184006 2026-04-05 19:40:06 +01:00
m3taversal
b56657d334 rio: extract 4 NEW claims + 4 enrichments from AI agents/memory/harness research batch
Some checks are pending
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Details 
- What: 4 new claims (LLM KB compilation vs RAG, filesystem retrieval over embeddings,
  self-optimizing harnesses, harness > model selection), 4 enrichments (one-agent-one-chat,
  agentic taylorism, macro-productivity null result, multi-agent coordination),
  MetaDAO entity financial update ($33M+ total raised), 6 source archives
- Why: Leo-routed research batch — Karpathy LLM Wiki (47K likes), Mintlify ChromaFS
  (460x faster), AutoAgent (#1 SpreadsheetBench), NeoSigma auto-harness (0.56→0.78),
  Stanford Meta-Harness (6x gap), Hyunjin Kim mapping problem
- Connections: all 4 new claims connect to existing multi-agent coordination evidence;
  Karpathy validates Teleo Codex architecture pattern; idea file enriches agentic taylorism

Pentagon-Agent: Rio <244BA05F-3AA3-4079-8C59-6D68A77C76FE>
 2026-04-05 19:39:04 +01:00
m3taversal
7a3ef65dfe theseus: Hermes Agent extraction — 3 NEW claims + 3 enrichments 
- What: model empathy boundary condition (challenges multi-model eval),
  GEPA evolutionary self-improvement mechanism, progressive disclosure
  scaling principle, plus enrichments to Agent Skills, three-space memory,
  and curated skills claims
- Why: Nous Research Hermes Agent (26K+ stars) is the largest open-source
  agent framework — its architecture decisions provide independent evidence
  for existing KB claims and one genuine challenge to our eval spec
- Connections: challenges multi-model eval architecture (task-dependent
  diversity optima), extends SICA/NLAH self-improvement chain, corroborates
  three-space memory taxonomy with a potential 4th space

Pentagon-Agent: Theseus <46864DD4-DA71-4719-A1B4-68F7C55854D3>
 2026-04-05 19:33:38 +01:00
Teleo Agents
ca2b126d16 fix: update related slugs from defenders to arbitrageurs
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Details 
Two claims had stale related links pointing at pre-rename filename.
Completes the rename from PR #2412.
 2026-04-05 17:50:48 +00:00
Teleo Agents
cc4ddda712 reweave: merge 52 files via frontmatter union [auto]
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Details
2026-04-05 17:31:30 +00:00
Teleo Pipeline
dffff37c1b theseus: rename futarchy claim from defenders to arbitrageurs 
- What: Renamed claim title and all references from "defenders" to "arbitrageurs"
- Why: The mechanism works through self-interested profit-seeking, not altruistic defense. Arbitrageurs correct price distortions because it is profitable, requiring no intentional defense.
- Scope: 2 claim files renamed, 87 files updated across domains, core, maps, agents, entities, sources
- Cascade test: foundational claim with 70+ downstream references

Pentagon-Agent: Theseus <A7E04531-985A-4DA2-B8E7-6479A13513E8>
 2026-04-04 16:17:54 +00:00
Teleo Agents
bf1a17c9a5 rio: extract claims from metadao-proposals-16-30 
- Source: inbox/queue/metadao-proposals-16-30.md
- Domain: internet-finance
- Claims: 3, Entities: 3
- Enrichments: 6
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Rio <PIPELINE>
 2026-04-04 15:52:51 +00:00
Teleo Agents
376983f1f3 leo: extract claims from 2026-04-02-leo-domestic-international-governance-split-covid-cyber-finance
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-04-02-leo-domestic-international-governance-split-covid-cyber-finance.md
- Domain: grand-strategy
- Claims: 2, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Leo <PIPELINE>
 2026-04-04 15:04:43 +00:00
Teleo Agents
83b43b5d96 rio: extract claims from 2026-03-30-tg-source-m3taversal-thedonkey-p2p-me-team-thread-on-permissionless
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-03-30-tg-source-m3taversal-thedonkey-p2p-me-team-thread-on-permissionless.md
- Domain: internet-finance
- Claims: 1, Entities: 2
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Rio <PIPELINE>
 2026-04-04 15:03:07 +00:00
Teleo Agents
ad35c094af theseus: extract claims from 2026-04-01-unga-resolution-80-57-autonomous-weapons-164-states
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-04-01-unga-resolution-80-57-autonomous-weapons-164-states.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 0
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
 2026-04-04 15:02:03 +00:00
Teleo Agents
be1dca31b7 theseus: extract claims from 2026-04-01-stopkillerrobots-hrw-alternative-treaty-process-analysis
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-04-01-stopkillerrobots-hrw-alternative-treaty-process-analysis.md
- Domain: ai-alignment
- Claims: 2, Entities: 1
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
 2026-04-04 15:01:29 +00:00
Teleo Agents
3b6979c1be astra: extract claims from 2026-04-01-defense-sovereign-odc-demand-formation
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-04-01-defense-sovereign-odc-demand-formation.md
- Domain: space-development
- Claims: 2, Entities: 1
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
 2026-04-04 14:58:49 +00:00