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Teleo Agents
aa29abaa41 source: 2026-04-05-tg-source-m3taversal-tweet-by-metaproph3t-2026-chewing-glass-and-st.md → null-result 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-05 18:56:36 +00:00
Teleo Agents
a3250b57e3 source: 2026-04-05-tg-shared-metaproph3t-2039964279768743983-s-20.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-05 18:56:21 +00:00
Teleo Agents
87c5111229 rio: sync 3 item(s) from telegram staging 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-04-05 18:55:01 +00:00
m3taversal
d473b07080 rio: rewrite oversubscription claim — capital cycling not governance validation
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
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
00119feb9e leo: archive 19 tweet sources on AI agents, memory, and harnesses 
- What: Source archives for tweets by Karpathy, Teknium, Emollick, Gauri Gupta,
  Alex Prompter, Jerry Liu, Sarah Wooders, and others on LLM knowledge bases,
  agent harnesses, self-improving systems, and memory architecture
- Why: Persisting raw source material for pipeline extraction. 4 sources already
  processed by Rio's batch (karpathy-gist, kevin-gu, mintlify, hyunjin-kim)
  were excluded as duplicates.
- Status: all unprocessed, ready for overnight extraction pipeline

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
 2026-04-05 19:50:34 +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
Sync Graph Data to teleo-app / sync (push) Waiting to run
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
7bbce6daa0 Merge remote-tracking branch 'forgejo/theseus/hermes-agent-extraction'
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Details
2026-04-05 19:38:02 +01:00
m3taversal
f1094c5e09 leo: add Hermes Agent research brief for Theseus overnight session 
- What: Research musing + queue entry for Hermes Agent by Nous Research
- Why: m3ta assigned deep dive, VPS Theseus picks up at 1am tonight
- Targets: 5 NEW claims + 2 enrichments across ai-alignment and collective-intelligence

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
 2026-04-05 19:35:11 +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
Some checks are pending
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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]
Some checks are pending
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Details
2026-04-05 17:31:30 +00:00
m3taversal
26df9beab3 Merge pull request 'theseus: rename futarchy defenders to arbitrageurs' (#2412) from theseus/rename-futarchy-defenders-to-arbitrageurs into main
Some checks are pending
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Details
2026-04-04 17:42:00 +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
26a4067efb auto-fix: strip 1 broken wiki links
Some checks are pending
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Details 
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
 2026-04-04 15:52:51 +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
m3taversal
2a1d596093 Merge pull request 'theseus: Agentic Taylorism research — 4 NEW claims + 3 enrichments' (#2397) from theseus/agentic-taylorism-research into main 2026-04-04 15:44:37 +00:00
Teleo Agents
75947e4cee source: metadao-proposals-16-30.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-04 15:41:09 +00:00
Teleo Agents
12f4ae2830 rio: extract claims from 2026-04-03-futardio-proposal-p2p-buyback-program 
- Source: inbox/queue/2026-04-03-futardio-proposal-p2p-buyback-program.md
- Domain: internet-finance
- Claims: 0, Entities: 1
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Rio <PIPELINE>
 2026-04-04 15:05:16 +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
75c4e87553 source: 2026-04-03-futardio-proposal-p2p-buyback-program.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-04 15:04:16 +00:00
Teleo Agents
58ac27c50f source: 2026-04-02-leo-domestic-international-governance-split-covid-cyber-finance.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-04 15:03:26 +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
7e96d63019 source: 2026-04-01-voyager-starship-90m-pricing-verification.md → null-result 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-04 15:01:16 +00:00
Teleo Agents
6a0cf28cca source: 2026-04-01-unga-resolution-80-57-autonomous-weapons-164-states.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-04 15:00:51 +00:00
Teleo Agents
7d1dd44605 source: 2026-04-01-stopkillerrobots-hrw-alternative-treaty-process-analysis.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-04 15:00:07 +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
Teleo Agents
2accce6abf source: 2026-04-01-reaim-summit-2026-acoruna-us-china-refuse-35-of-85.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-04 14:58:15 +00:00
Teleo Agents
e60f55c07c theseus: extract claims from 2026-04-01-cset-ai-verification-mechanisms-technical-framework
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-04-01-cset-ai-verification-mechanisms-technical-framework.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
 2026-04-04 14:57:45 +00:00
Teleo Agents
70bf1ccff3 source: 2026-04-01-defense-sovereign-odc-demand-formation.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-04 14:57:24 +00:00
Teleo Agents
950a290572 theseus: extract claims from 2026-04-01-ccw-gge-laws-2026-seventh-review-conference-november
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-04-01-ccw-gge-laws-2026-seventh-review-conference-november.md
- Domain: ai-alignment
- Claims: 1, Entities: 1
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
 2026-04-04 14:56:40 +00:00
Teleo Agents
3b278ea2da source: 2026-04-01-cset-ai-verification-mechanisms-technical-framework.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-04 14:56:29 +00:00
Teleo Agents
a96df2a7eb theseus: extract claims from 2026-04-01-asil-sipri-laws-legal-analysis-growing-momentum
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-04-01-asil-sipri-laws-legal-analysis-growing-momentum.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
 2026-04-04 14:55:35 +00:00
Teleo Agents
c64627fd1f astra: extract claims from 2026-03-exterra-orbital-reef-competitive-position
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-03-exterra-orbital-reef-competitive-position.md
- Domain: space-development
- Claims: 2, Entities: 0
- Enrichments: 0
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
 2026-04-04 14:55:02 +00:00
m3taversal
fc25ac9f16 theseus: Agentic Taylorism research sprint — 4 NEW claims + 3 enrichments
Some checks are pending
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Details 
4 NEW claims (ai-alignment + collective-intelligence):
- Agent Skills as industrial knowledge codification infrastructure
- Macro-productivity null despite micro-level gains (371-estimate meta-analysis)
- Concentration vs distribution fork depends on infrastructure openness
- Knowledge codification structurally loses metis (alignment-relevant dimension)

3 enrichments:
- Agentic Taylorism + SKILL.md as Taylor's instruction card
- Inverted-U + aggregate null result evidence
- Automation-atrophy + creativity decline meta-analysis

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-04 15:54:46 +01:00
Teleo Agents
a7d750a8c9 source: 2026-04-01-ccw-gge-laws-2026-seventh-review-conference-november.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-04 14:54:44 +00:00
Teleo Agents
c24db327eb source: 2026-04-01-asil-sipri-laws-legal-analysis-growing-momentum.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-04 14:53:52 +00:00
Teleo Agents
8f5518e6e3 source: 2026-03-exterra-orbital-reef-competitive-position.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-04 14:53:02 +00:00
m3taversal
6cff669e2b theseus: extract 4 NEW claims + 3 enrichments from Agentic Taylorism research sprint 
- What: 4 NEW claims (metis loss as alignment dimension, macro-productivity null result,
  Agent Skills as industrial codification, concentration-vs-distribution fork) + 3 enrichments
  (Agentic Taylorism + SKILL.md evidence, inverted-U + aggregate null, automation-atrophy +
  creativity decline)
- Why: m3ta-directed research sprint on AI knowledge codification as next-wave Taylorism.
  Sources: CMR meta-analysis (371 estimates), BetterUp/Stanford workslop research, METR RCT,
  Anthropic Agent Skills spec, Springer AI Capitalism, Scott's metis concept, Cornelius
  automation-atrophy cross-domain observation
- Fix: Agent Skills platform adoption list qualified per Leo review — confirmed shipped
  integrations separated from announced/unverified integrations

Pentagon-Agent: Theseus <46864DD4-DA71-4719-A1B4-68F7C55854D3>
 2026-04-04 15:52:44 +01:00
Teleo Agents
52719bc929 leo: extract claims from 2026-03-31-leo-triggering-event-architecture-weapons-stigmatization-campaigns
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-03-31-leo-triggering-event-architecture-weapons-stigmatization-campaigns.md
- Domain: grand-strategy
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Leo <PIPELINE>
 2026-04-04 14:52:24 +00:00
Teleo Agents
a20cadc14d leo: extract claims from 2026-03-31-leo-three-condition-framework-arms-control-generalization-test
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-03-31-leo-three-condition-framework-arms-control-generalization-test.md
- Domain: grand-strategy
- Claims: 1, Entities: 0
- Enrichments: 4
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Leo <PIPELINE>
 2026-04-04 14:51:50 +00:00
Teleo Agents
c7dd11c532 leo: extract claims from 2026-03-31-leo-ottawa-treaty-mine-ban-stigmatization-model-arms-control
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-03-31-leo-ottawa-treaty-mine-ban-stigmatization-model-arms-control.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 14:51:16 +00:00
Teleo Agents
0ebeb0acf3 source: 2026-03-31-solar-ppa-early-adoption-parity-mode.md → null-result 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-04 14:51:05 +00:00
Teleo Agents
d6c621f3b7 source: 2026-03-31-leo-triggering-event-architecture-weapons-stigmatization-campaigns.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-04 14:50:33 +00:00
Teleo Agents
b8ba84823f source: 2026-03-31-leo-three-condition-framework-arms-control-generalization-test.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-04 14:49:52 +00:00
Teleo Agents
cbbd91d486 astra: extract claims from 2026-03-31-astra-2c-dual-mode-synthesis
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- Source: inbox/queue/2026-03-31-astra-2c-dual-mode-synthesis.md
- Domain: space-development
- Claims: 1, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
 2026-04-04 14:49:41 +00:00
Teleo Agents
9ae4500114 source: 2026-03-31-leo-ottawa-treaty-mine-ban-stigmatization-model-arms-control.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-04 14:47:51 +00:00