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m3taversal
1398aa193f theseus: archive 9 primary sources for alignment research program phases 1-3 
- What: Source archives for key works by Yudkowsky (AGI Ruin, No Fire Alarm),
  Christiano (What Failure Looks Like, AI Safety via Debate, IDA, ELK),
  Russell (Human Compatible), Drexler (CAIS), and Bostrom (Vulnerable World Hypothesis)
- Why: m3ta directive to ingest primary source materials for alignment researchers.
  These 9 texts are the foundational works underlying claims extracted in PRs #2414,
  #2418, and #2419. Source archives ensure agents can reference primary texts without
  re-fetching and content persists if URLs go down.
- Connections: All 9 sources are marked as processed with claims_extracted linking
  to the specific KB claims they produced.

Pentagon-Agent: Theseus <46864dd4-da71-4719-a1b4-68f7c55854d3>
 2026-04-05 23:50:36 +01:00
m3taversal
ffc8e0b7b9 Merge PR #2418: Christiano core alignment research - 4 NEW claims + 1 enrichment
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details
2026-04-05 20:20:52 +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>
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Teleo Agents
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Teleo Agents
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Pentagon-Agent: Epimetheus <PIPELINE>
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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
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
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>
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Teleo Agents
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