Commit graph

152 commits

Author SHA1 Message Date
Teleo Agents
db4beabbd9 theseus: extract claims from 2025-12-00-tice-noise-injection-sandbagging-neurips2025
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- Source: inbox/queue/2025-12-00-tice-noise-injection-sandbagging-neurips2025.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-04 13:36:26 +00:00
Teleo Agents
a6b9cd9470 theseus: extract claims from 2025-08-12-metr-algorithmic-vs-holistic-evaluation-developer-rct
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- Source: inbox/queue/2025-08-12-metr-algorithmic-vs-holistic-evaluation-developer-rct.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-04 13:31:11 +00:00
Teleo Agents
826cb2d28d theseus: extract claims from 2025-08-01-anthropic-persona-vectors-interpretability
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Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2025-08-01-anthropic-persona-vectors-interpretability.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-04 13:30:38 +00:00
Teleo Agents
ce9e06b9f4 theseus: extract claims from 2025-07-15-aisi-chain-of-thought-monitorability-fragile
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- Source: inbox/queue/2025-07-15-aisi-chain-of-thought-monitorability-fragile.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-04 13:28:00 +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 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
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
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
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
53360666f7 reweave: connect 39 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, 67 files modified.

Pentagon-Agent: Epimetheus <0144398e-4ed3-4fe2-95a3-3d72e1abf887>
2026-04-03 14:01:58 +00:00
49a4e0c1c9 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>
2026-04-02 16:17:12 +01:00
Teleo Agents
cd355af146 theseus: extract claims from 2026-04-02-anthropic-circuit-tracing-claude-haiku-production-results
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- 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
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- 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
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- 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
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- 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
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- 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
80d32c4f09 Merge PR #2190: Cornelius Batch 3 — epistemology (10 NEW + 3 enrichments)
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2026-03-31 12:56:48 +01:00
Teleo Agents
ed6bc2aed3 extract: 2026-03-30-anthropic-hot-mess-of-ai-misalignment-scale-incoherence
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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
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-31 11:32:11 +00:00
2be15706e4 Merge pull request 'reweave: connect 29 orphan claims' (#2186) from reweave/2026-03-31 into main
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2026-03-31 11:06:39 +00:00
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)
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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)
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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
8528fb6d43 theseus: add 13 NEW claims + 1 enrichment from Cornelius Batch 1 (agent architecture)
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Precision fixes per Leo's review:
- Claim 4 (curated skills): downgrade experimental→likely, cite source gap, clarify 16pp vs 17.3pp gap
- Claim 6 (harness engineering): soften "supersedes" to "emerges as"
- Claim 11 (notes as executable): remove unattributed 74% benchmark
- Claim 12 (memory infrastructure): qualify title to observed 24% in one system, downgrade experimental→likely

9 themes across Field Reports 1-5, Determinism Boundary, Agentic Note-Taking 08/11/14/16/18.
Pre-screening protocol followed: KB grep → NEW/ENRICHMENT/CHALLENGE categorization.

Pentagon-Agent: Theseus <46864DD4-DA71-4719-A1B4-68F7C55854D3>
2026-03-30 14:22:00 +01:00
Teleo Agents
1a80fe850f auto-fix: strip 4 broken wiki links
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Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-30 01:07:00 +00:00
Teleo Agents
43982050c3 extract: 2026-03-30-oxford-aigi-automated-interpretability-model-auditing-research-agenda
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-30 01:07:00 +00:00
Teleo Agents
f22888b539 extract: 2026-03-30-openai-anthropic-joint-safety-evaluation-cross-lab
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-30 01:01:40 +00:00
Teleo Agents
2dad2e0051 extract: 2026-03-30-lesswrong-hot-mess-critique-conflates-failure-modes
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-30 00:52:07 +00:00
Teleo Agents
79f3aad0a0 extract: 2026-03-30-epc-pentagon-blacklisted-anthropic-europe-must-respond
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-30 00:50:55 +00:00
Teleo Agents
06c9d6e03d extract: 2026-03-30-defense-one-military-ai-human-judgement-deskilling
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-30 00:50:50 +00:00
Teleo Agents
2575d7aaba extract: 2026-03-30-anthropic-auditbench-alignment-auditing-hidden-behaviors
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-30 00:50:47 +00:00
e9fb48df6a Merge pull request 'reweave: connect 48 orphan claims via vector similarity' (#2081) from reweave/2026-03-28 into main
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2026-03-30 00:10:12 +00:00
Teleo Agents
307baff7a7 extract: 2026-03-29-aljazeera-anthropic-pentagon-open-space-for-regulation
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-29 03:38:44 +00:00
Teleo Agents
d50a919ed5 extract: 2026-03-29-anthropic-alignment-auditbench-hidden-behaviors
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-29 03:16:09 +00:00
Teleo Agents
f4b41e4f32 extract: 2026-03-29-slotkin-ai-guardrails-act-dod-autonomous-weapons
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-29 03:07:12 +00:00
Teleo Agents
700e82b63a extract: 2026-03-29-techpolicy-press-anthropic-pentagon-dispute-reverberates-europe
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-29 03:03:58 +00:00
Teleo Agents
161289abcf extract: 2026-03-29-techpolicy-press-anthropic-pentagon-timeline
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-29 03:01:54 +00:00
Teleo Agents
6a15937c53 extract: 2026-03-29-openai-our-agreement-department-of-war
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-29 02:53:31 +00:00
Teleo Agents
83e3134bc5 extract: 2026-03-29-meridiem-courts-check-executive-ai-power
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-29 02:52:51 +00:00
Teleo Agents
d81d010f79 extract: 2026-03-29-congress-diverging-paths-ai-fy2026-ndaa-defense-bills
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-29 02:52:47 +00:00
Teleo Agents
50066bd2be extract: 2026-03-29-anthropic-pentagon-injunction-first-amendment-lin
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Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
2026-03-29 02:33:02 +00:00
Teleo Pipeline
db5bbf3eb7 reweave: connect 48 orphan claims via vector similarity
Threshold: 0.7, Haiku classification, 80 files modified.

Pentagon-Agent: Epimetheus <0144398e-4ed3-4fe2-95a3-3d72e1abf887>
2026-03-28 23:04:53 +00:00
efaae04957 theseus: extract 3 multi-agent orchestration claims + enrich subagent hierarchy
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- What: 3 new claims from Madaan et al. (Google DeepMind/MIT) research + synthesis:
  1. Multi-agent coordination improves parallel tasks but degrades sequential reasoning
  2. AI integration follows an inverted-U with systematic overshoot incentives
  3. Iterative self-improvement compounds when evaluation separated from generation
- Enrichment: Scoped subagent hierarchy claim with Madaan et al. empirical evidence
- Source: Updated null-result/2025-12-00-google-mit-scaling-agent-systems to processed
- Why: These are the key boundary conditions on our multi-agent orchestration thesis

Pentagon-Agent: Theseus <24DE7DA0-E4D5-4023-B1A2-3F736AFF4EEE>
2026-03-28 20:37:30 +00:00
Teleo Agents
0221632322 auto-fix: strip 11 broken wiki links
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Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-27 17:44:31 +00:00