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Teleo Agents
1d4f0066c5 source: 2026-04-09-treutlein-diffusion-alternative-architectures-safety.md → processed 
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Teleo Agents
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Teleo Agents
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Teleo Agents
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Teleo Agents
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Teleo Agents
c04b13c9b3 source: 2026-04-06-claude-sonnet-45-situational-awareness.md → processed 
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Teleo Agents
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Teleo Agents
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Teleo Agents
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Teleo Agents
e75cb5edd9 source: 2026-04-06-icrc-autonomous-weapons-ihl-position.md → processed 
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Teleo Agents
3e4767a27f source: 2026-04-06-circuit-tracing-production-safety-mitra.md → processed 
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Teleo Agents
be22aa505b source: 2026-04-06-apollo-safety-cases-ai-scheming.md → processed 
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Teleo Agents
a7a4e9c0f1 source: 2026-04-06-apollo-research-stress-testing-deliberative-alignment.md → processed 
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Teleo Agents
20bb3165b0 source: 2026-04-06-anthropic-emotion-concepts-function.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
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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>
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Teleo Agents
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c24db327eb source: 2026-04-01-asil-sipri-laws-legal-analysis-growing-momentum.md → processed 
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a75072f48e source: 2026-03-29-intercept-openai-surveillance-autonomous-killings-trust-us.md → processed 
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