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Author SHA1 Message Date
Teleo Agents
a706e55d78 theseus: extract claims from 2026-04-26-anthropic-constitutional-classifiers-plus-universal-jailbreak-defense 
- Source: inbox/queue/2026-04-26-anthropic-constitutional-classifiers-plus-universal-jailbreak-defense.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
 2026-04-26 00:27:02 +00:00
Teleo Agents
72eccbd0bc theseus: extract claims from 2026-04-25-theseus-community-silo-interpretability-adversarial-robustness 
- Source: inbox/queue/2026-04-25-theseus-community-silo-interpretability-adversarial-robustness.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
 2026-04-25 00:19:52 +00:00
Teleo Agents
80c8a80149 theseus: extract claims from 2026-04-25-subliminal-learning-nature-2026-cross-model-failure
Some checks failed
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
Details 
- Source: inbox/queue/2026-04-25-subliminal-learning-nature-2026-cross-model-failure.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
 2026-04-25 00:18:57 +00:00
Teleo Agents
287181677b theseus: extract claims from 2026-04-25-draganov-phantom-transfer-data-poisoning-2026
Some checks failed
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
Details 
- Source: inbox/queue/2026-04-25-draganov-phantom-transfer-data-poisoning-2026.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 0
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
 2026-04-25 00:16:57 +00:00
Teleo Agents
dc84ceb560 theseus: extract claims from 2026-04-25-apollo-detecting-strategic-deception-icml-2025 
- Source: inbox/queue/2026-04-25-apollo-detecting-strategic-deception-icml-2025.md
- Domain: ai-alignment
- Claims: 0, Entities: 0
- Enrichments: 4
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
 2026-04-25 00:16:33 +00:00
m3taversal
87b720d24e theseus: add 2 claims + 1 enrichment from Anthropic Project Deal
Some checks failed
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Details 
- What: 2 NEW claims on agent-mediated commerce dynamics from Anthropic's
  December 2025 Project Deal experiment (69 participants, 186 deals,
  statistically significant capability-tier disparities)
  + 1 light enrichment adding corroborating signal to vault-structure claim

- Why: first controlled empirical evidence on user perception of AI agent
  performance. Opus agents extracted $2.68 more per sale / paid $2.45 less
  per purchase than Haiku agents (p<0.05), but users rated fairness
  identically across tiers. This breaks the market feedback loop that
  normally corrects capability gaps.

- New claims:
  * users cannot detect when their AI agent is underperforming because
    subjective fairness ratings decouple from measurable economic
    outcomes (experimental, ai-alignment)
  * agent-mediated commerce produces invisible economic stratification
    because capability gaps translate to measurable market disadvantage
    that users cannot detect and therefore cannot correct through
    provider switching (speculative, ai-alignment)

- Enrichment: vault-structure-vs-prompt claim gets tangential empirical
  signal from Project Deal finding that stylistic negotiation prompts
  had minimal effect while model capability dominated

- Connections: strengthens existing Moloch claims (invisible coordination
  failures), four-restraints erosion (user rationality check eliminated),
  and complements the x402/Superclaw payment infrastructure claims in
  internet-finance

Pentagon-Agent: Theseus <46864dd4-da71-4719-a1b4-68f7c55854d3>

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-04-24 20:43:42 +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
Teleo Agents
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Pentagon-Agent: Epimetheus <PIPELINE>
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Teleo Agents
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Teleo Agents
dec99cd573 source: 2025-05-00-needham-llms-know-when-being-evaluated-auc-083.md → processed 
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Teleo Agents
435f2b4def source: 2026-03-21-apollo-research-more-capable-scheming.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
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Teleo Agents
135de371b9 leo: research session 2026-03-21 — 1 sources archived
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Details 
Pentagon-Agent: Leo <HEADLESS>
 2026-04-14 16:46:19 +00:00
Teleo Agents
8d481be72a source: 2026-04-12-theseus-hardware-tee-activation-monitoring-gap.md → processed 
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Teleo Agents
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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
Teleo Agents
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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
Details 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
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 2026-03-30 01:07:03 +00:00
Teleo Agents
35d552785d pipeline: archive 1 conflict-closed source(s) 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-30 01:03:53 +00:00
Teleo Agents
3464334378 pipeline: archive 1 source(s) post-merge 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-30 01:01:43 +00:00
Teleo Agents
31b4231831 pipeline: archive 1 conflict-closed source(s) 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-30 00:56:29 +00:00
Teleo Agents
8504e21e3b pipeline: archive 1 conflict-closed source(s) 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-30 00:53:17 +00:00
Teleo Agents
30754c78f1 pipeline: archive 3 source(s) post-merge 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-30 00:50:59 +00:00
Teleo Agents
df04bd4a4f pipeline: archive 1 source(s) post-merge 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-29 03:38:47 +00:00
Teleo Agents
980b3c6b86 pipeline: archive 1 source(s) post-merge 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-29 03:16:12 +00:00
Teleo Agents
c5530b1f03 pipeline: archive 1 source(s) post-merge 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-29 03:07:20 +00:00
Teleo Agents
9a9e66f27e pipeline: archive 1 source(s) post-merge 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-29 03:04:01 +00:00
Teleo Agents
df027a207a pipeline: archive 1 source(s) post-merge 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-29 03:03:25 +00:00
Teleo Agents
631f5296b3 pipeline: archive 1 conflict-closed source(s) 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-03-29 02:58:32 +00:00