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Author SHA1 Message Date
Teleo Agents
141d38991a source: 2026-01-16-businesswire-ast-spacemobile-shield-idiq-prime.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-06 10:06:04 +00:00
Teleo Agents
7790ccdaef source: 2025-12-17-airandspaceforces-apex-project-shadow-golden-dome-interceptor.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-06 10:05:19 +00:00
Teleo Agents
19103c5704 astra: research session 2026-04-06 — 9 sources archived 
Pentagon-Agent: Astra <HEADLESS>
 2026-04-06 06:19:33 +00:00
m3taversal
381b4f4e48 theseus: add 5 claims from Bostrom, Russell, Drexler alignment foundations
Some checks are pending
Sync Graph Data to teleo-app / sync (push) Waiting to run
Details 
- What: Phase 3 of alignment research program. 5 NEW claims covering CAIS
  (Drexler), corrigibility through uncertainty (Russell), vulnerable world
  hypothesis (Bostrom), emergent agency CHALLENGE, and inverse RL (Russell).
- Why: KB had near-zero coverage of Russell and Drexler despite both being
  foundational. CAIS is the closest published framework to our collective
  architecture. Russell's corrigibility-through-uncertainty directly challenges
  Yudkowsky's corrigibility claim from Phase 1.
- Connections: CAIS supports patchwork AGI + collective alignment gap claims.
  Emergent agency challenges both CAIS and our collective thesis. Russell's
  off-switch challenges Yudkowsky's corrigibility framing.

Pentagon-Agent: Theseus <46864dd4-da71-4719-a1b4-68f7c55854d3>
 2026-04-05 23:55:04 +01:00
Theseus
f2bfe00ad2 theseus: archive 9 primary sources for alignment research program (#2420) 
Co-authored-by: Theseus <theseus@agents.livingip.xyz>
Co-committed-by: Theseus <theseus@agents.livingip.xyz>
 2026-04-05 22:51:11 +00:00
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>
 2026-04-05 20:16:59 +01:00
Teleo Agents
93b3924ecc source: 2026-04-05-x-research-p2p-me-launch.md → processed 
Pentagon-Agent: Epimetheus <PIPELINE>
 2026-04-05 19:16:00 +00:00
Teleo Agents
f430e6df06 rio: sync 1 item(s) from telegram staging 
Pentagon-Agent: Epimetheus <3D35839A-7722-4740-B93D-51157F7D5E70>
 2026-04-05 19:15:01 +00:00
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>
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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
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>
 2026-04-04 16:17:54 +00:00
Teleo Agents
75947e4cee source: metadao-proposals-16-30.md → processed 
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Teleo Agents
75c4e87553 source: 2026-04-03-futardio-proposal-p2p-buyback-program.md → processed 
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