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233 commits

Author SHA1 Message Date
3021dd2a04 leo: stress-test rewrites — 7 claims revised, 1 merged, 1 deleted, 3 new claims added
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Rewrites based on honest self-evaluation:
- Merged Taylor paradigm into Agentic Taylorism (cut redundancy)
- Rewrote three-path convergence (removed TeleoHumanity scorecard, focus on what convergence proves vs doesn't)
- Downgraded price of anarchy to speculative (unmeasurable at civilizational scale)
- Added falsification criterion to metacrisis, downgraded to speculative
- Softened motivated reasoning from "primary" to "contributing" risk factor
- Softened AI omni-use from "categorically different" to degree claim
- Rewrote yellow teaming from definition to arguable claim about nth-order cascades

New claims filling identified gaps:
- "Optimization is the wrong framework" — honest engagement with Schmachtenberger's challenge to mechanism design
- AI could replace finance's three core functions — most novel internet-finance insight from corpus
- Democracy uniquely vulnerable to social media — specific mechanism distinct from general epistemic degradation

Net: 21 claims (was 22, merged 1, added 3, cut 1). Tighter confidence calibration throughout.

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
2026-04-14 19:15:29 +00:00
fd9fdae1e6 leo: enrich 3 existing claims with Schmachtenberger corpus evidence
- What: Enrichments to "AI accelerates Moloch" (Schmachtenberger omni-use + Jevons paradox),
  "AI alignment is coordination" (misaligned context argument), "authoritarian lock-in"
  (motivated reasoning singularity as enabling mechanism)
- Why: Schmachtenberger corpus provides the most developed articulations of mechanisms
  already claimed in the KB. Adding his evidence chains strengthens existing claims and
  connects them to the new claims in this sprint.
- Sources: Schmachtenberger/Boeree podcast, Great Simplification #71 and #132

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
2026-04-14 19:15:29 +00:00
f7201c3ef5 leo: add 9 claims — ai-alignment + collective intelligence (Moloch/Schmachtenberger sprint batch 3)
- What: 4 ai-alignment claims (Agentic Taylorism, omni-use AI, misaligned context, motivated
  reasoning singularity) + 5 collective-intelligence claims (propagation vs truth, epistemic
  commons as gateway failure, metacrisis generator function, crystals of imagination,
  three-path convergence)
- Why: These are the Moloch-mechanism and coordination-theory claims from the Schmachtenberger
  corpus synthesis + Abdalla manuscript. Agentic Taylorism is Cory's most original contribution
  in this sprint — the insight that AI knowledge extraction can go either direction.
- Sources: Schmachtenberger/Boeree podcast, War on Sensemaking, Great Simplification series,
  Development in Progress, Abdalla manuscript, Alexander "Meditations on Moloch", Hidalgo
- Connections: Heavy cross-linking to batch 1 (grand-strategy foundations) and existing KB
  (Moloch dynamics, alignment as coordination, authoritarian lock-in)

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
2026-04-14 19:15:29 +00:00
0191bcd0ac leo: add @thesensatore sourcer attribution to all 5 tracenet claims
- What: Added attribution block crediting @thesensatore (Telegram) as sourcer
- Why: They surfaced the subconscious.md/tracenet.md protocol specs that produced these claims

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
2026-04-14 19:13:01 +00:00
ba353c4d35 leo: incorporate Theseus review feedback on divergences #1 and #5
- What: restructured AI labor divergence as 2-axis (substitution vs complementarity + pattern if substitution). Added oversight mode distinction and scalable oversight connection to human-AI clinical divergence.
- Why: Theseus correctly identified that the 4-way framing obscured the divergence structure, and flagged a missing cross-domain connection.

Pentagon-Agent: Leo <A3DC172B-F0A4-4408-9E3B-CF842616AAE1>
2026-04-14 18:47:19 +00:00
76e81ea220 leo: seed 5 divergences across 3 domains
- What: first divergence instances — AI labor displacement (cross-domain), GLP-1 economics (health), prevention-first cost dynamics (health), futarchy adoption (internet-finance), human-AI clinical collaboration (health)
- Why: divergences are the game mechanic — no instances means no game. All 5 surfaced from genuine competing claims with real evidence on both sides.
- Connections: each divergence includes "What Would Resolve This" research agenda as contributor hook

Pentagon-Agent: Leo <A3DC172B-F0A4-4408-9E3B-CF842616AAE1>
2026-04-14 18:47:19 +00:00
Teleo Agents
a4b83122a4 theseus: extract claims from 2026-03-21-international-ai-safety-report-2026-evaluation-gap
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- Source: inbox/queue/2026-03-21-international-ai-safety-report-2026-evaluation-gap.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 5
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-14 18:43:15 +00:00
Teleo Agents
c8d5a8178a theseus: extract claims from 2026-03-21-harvard-jolt-sandbagging-risk-allocation
- Source: inbox/queue/2026-03-21-harvard-jolt-sandbagging-risk-allocation.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-14 18:42:58 +00:00
cdc4d71dcb theseus: fix dangling wiki links in emergent misalignment enrichment
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- Fix: replaced [[2026-03-21-ctrl-alt-deceit-rnd-sabotage-sandbagging]] and
  [[2025-12-01-aisi-auditing-games-sandbagging-detection-failed]] with plain
  text source references — these archives don't exist as files (Rio's feedback)

Pentagon-Agent: Theseus <24DE7DA0-E4D5-4023-B1A2-3F736AFF4EEE>
2026-04-14 18:39:21 +00:00
be83cf0798 theseus: address review feedback on X source tier1 extraction
- Fix: source field on emergent misalignment enrichment now credits Amodei/Smith Mar 2026 source (Leo's feedback)
- Fix: broken wiki link to pre-deployment evaluations claim resolved by rebase onto current main

Pentagon-Agent: Theseus <24DE7DA0-E4D5-4023-B1A2-3F736AFF4EEE>
2026-04-14 18:39:21 +00:00
f090327563 theseus: Tier 1 X source extraction — emergent misalignment enrichment + self-diagnosis claim
- What: enriched emergent misalignment claim with production RL methodology detail
  and context-dependent alignment distinction; new speculative claim on structured
  self-diagnosis prompts as lightweight scalable oversight; archived 3 sources
  (#11 Anthropic emergent misalignment, #2 Attention Residuals, #7 kloss self-diagnosis)
- Why: Tier 1 priority from X ingestion triage. #11 adds methodological specificity
  to existing claim. #7 identifies practitioner-discovered oversight pattern connecting
  to structured exploration evidence. #2 archived as null-result (capabilities paper,
  not alignment-relevant).
- Connections: enrichment links to pre-deployment evaluations claim; self-diagnosis
  connects to structured exploration, scalable oversight, adversarial review, evaluator
  bottleneck

Pentagon-Agent: Theseus <B4A5B354-03D6-4291-A6A8-1E04A879D9AC>
2026-04-14 18:39:20 +00:00
Teleo Agents
adeede1984 theseus: extract claims from 2026-03-21-tice-noise-injection-sandbagging-detection
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- Source: inbox/queue/2026-03-21-tice-noise-injection-sandbagging-detection.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-14 18:36:30 +00:00
Teleo Agents
014c7f80ea theseus: extract claims from 2026-03-21-schoen-stress-testing-deliberative-alignment
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- Source: inbox/queue/2026-03-21-schoen-stress-testing-deliberative-alignment.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-14 18:36:11 +00:00
Teleo Agents
683b8ba75a reweave: merge 20 files via frontmatter union [auto]
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2026-04-14 16:52:47 +00:00
Teleo Agents
5ba8651c12 reweave: merge 52 files via frontmatter union [auto]
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2026-04-14 16:52:19 +00:00
Teleo Agents
6df8174cf6 reweave: merge 21 files via frontmatter union [auto]
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2026-04-14 01:10:21 +00:00
Teleo Agents
215469cd28 reweave: merge 18 files via frontmatter union [auto]
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2026-04-13 01:10:09 +00:00
Teleo Agents
bd10c65021 reweave: merge 26 files via frontmatter union [auto]
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2026-04-12 01:11:08 +00:00
Teleo Agents
0633e58c6e theseus: extract claims from 2026-04-12-theseus-alignment-geometry-dual-edge-trajectory-monitoring
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- Source: inbox/queue/2026-04-12-theseus-alignment-geometry-dual-edge-trajectory-monitoring.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-12 00:26:44 +00:00
Teleo Agents
d51a89bd49 theseus: extract claims from 2026-04-12-theseus-emotion-vectors-scheming-extension-mid-april-check
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- Source: inbox/queue/2026-04-12-theseus-emotion-vectors-scheming-extension-mid-april-check.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-12 00:18:11 +00:00
Teleo Agents
ef153c3cc0 reweave: merge 16 files via frontmatter union [auto]
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2026-04-11 01:11:00 +00:00
Teleo Agents
d1e988dbcc reweave: merge 24 files via frontmatter union [auto]
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2026-04-10 01:12:04 +00:00
Teleo Agents
e8a500138d theseus: extract claims from 2026-04-09-lindsey-representation-geometry-alignment-probing
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- Source: inbox/queue/2026-04-09-lindsey-representation-geometry-alignment-probing.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 0
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-09 02:16:22 +00:00
Teleo Agents
9871525045 reweave: merge 36 files via frontmatter union [auto]
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2026-04-09 01:11:10 +00:00
Teleo Agents
06b32c86b8 auto-fix: strip 16 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.
2026-04-09 00:34:30 +00:00
Teleo Agents
29d64b9ce0 substantive-fix: address reviewer feedback (date_errors) 2026-04-09 00:34:30 +00:00
Teleo Agents
328c5f807d theseus: extract claims from 2026-04-09-greenwald-amodei-safety-capability-spending-parity
- Source: inbox/queue/2026-04-09-greenwald-amodei-safety-capability-spending-parity.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-09 00:34:30 +00:00
Teleo Agents
4b1e08ee18 theseus: extract claims from 2026-04-09-treutlein-diffusion-alternative-architectures-safety
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- Source: inbox/queue/2026-04-09-treutlein-diffusion-alternative-architectures-safety.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-09 00:21:01 +00:00
Teleo Agents
2a0420f5a3 theseus: extract claims from 2026-04-09-li-inference-time-scaling-safety-compute-frontier
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- Source: inbox/queue/2026-04-09-li-inference-time-scaling-safety-compute-frontier.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-09 00:18:10 +00:00
Teleo Agents
236a6fae1c theseus: extract claims from 2026-04-09-krakovna-reward-hacking-specification-gaming-catalog
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- Source: inbox/queue/2026-04-09-krakovna-reward-hacking-specification-gaming-catalog.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-09 00:17:25 +00:00
Teleo Agents
ad325d2912 theseus: extract claims from 2026-04-09-hubinger-situational-awareness-early-step-gaming
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- Source: inbox/queue/2026-04-09-hubinger-situational-awareness-early-step-gaming.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-09 00:15:37 +00:00
Teleo Agents
251fcaec39 theseus: extract claims from 2026-04-09-burns-eliciting-latent-knowledge-representation-probe
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- Source: inbox/queue/2026-04-09-burns-eliciting-latent-knowledge-representation-probe.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 0
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-09 00:13:51 +00:00
Teleo Agents
d8dfbeb5d4 reweave: merge 20 files via frontmatter union [auto]
Some checks are pending
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2026-04-08 01:10:40 +00:00
Teleo Agents
4e6ddb5667 theseus: extract claims from 2026-04-05-jeong-emotion-vectors-small-models
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- Source: inbox/queue/2026-04-05-jeong-emotion-vectors-small-models.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 0
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-08 00:28:37 +00:00
Teleo Agents
a6fdb3003b theseus: extract claims from 2026-02-19-bosnjakovic-lab-alignment-signatures
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- Source: inbox/queue/2026-02-19-bosnjakovic-lab-alignment-signatures.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-08 00:25:51 +00:00
Teleo Agents
f1f27f4ba0 theseus: extract claims from 2026-02-14-zhou-causal-frontdoor-jailbreak-sae
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- Source: inbox/queue/2026-02-14-zhou-causal-frontdoor-jailbreak-sae.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-08 00:25:07 +00:00
Teleo Agents
4edfb38621 theseus: extract claims from 2026-02-14-santos-grueiro-evaluation-side-channel
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- Source: inbox/queue/2026-02-14-santos-grueiro-evaluation-side-channel.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-08 00:24:22 +00:00
Teleo Agents
d1115ee472 theseus: extract claims from 2026-02-11-sun-steer2edit-weight-editing
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- Source: inbox/queue/2026-02-11-sun-steer2edit-weight-editing.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 0
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-08 00:23:38 +00:00
Teleo Agents
2e154f4b5c theseus: extract claims from 2026-02-11-ghosal-safethink-inference-time-safety
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- Source: inbox/queue/2026-02-11-ghosal-safethink-inference-time-safety.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-08 00:22:23 +00:00
e60c0fffb3 fix: rewrite two phrases flagged by GitHub automated spam scanner
GitHub Support flagged "how do I" as matching a known support-scam
pattern. Both occurrences are legitimate research sentences — reworded
to avoid the pattern while preserving meaning.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-07 16:04:14 +01:00
Teleo Agents
f6941c2cf5 substantive-fix: address reviewer feedback (date_errors)
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2026-04-07 12:56:56 +00:00
Teleo Agents
79c1e85f74 fix: strip code fences from LLM fixer output 2026-04-07 12:56:55 +00:00
Teleo Agents
7bae9d96cc substantive-fix: address reviewer feedback (date_errors) 2026-04-07 12:56:55 +00:00
Teleo Agents
99ed50b412 theseus: extract claims from 2026-04-06-apollo-research-stress-testing-deliberative-alignment
- Source: inbox/queue/2026-04-06-apollo-research-stress-testing-deliberative-alignment.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-07 12:56:55 +00:00
Teleo Agents
3328d01cfe fix: restore original claim (fixer wrote JSON over it)
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2026-04-07 12:42:51 +00:00
Teleo Agents
985d25e993 fix: strip code fences from LLM fixer output 2026-04-07 12:42:51 +00:00
Teleo Agents
8529807495 substantive-fix: address reviewer feedback (confidence_miscalibration) 2026-04-07 12:42:51 +00:00
Teleo Agents
aec484b725 theseus: extract claims from 2026-04-06-icrc-autonomous-weapons-ihl-position
- Source: inbox/queue/2026-04-06-icrc-autonomous-weapons-ihl-position.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-07 12:42:51 +00:00
Teleo Agents
ce9b556ad3 theseus: extract claims from 2026-04-06-steganographic-cot-process-supervision
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- Source: inbox/queue/2026-04-06-steganographic-cot-process-supervision.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-07 10:26:07 +00:00
Teleo Agents
a06dd25d27 theseus: extract claims from 2026-04-06-nest-steganographic-thoughts
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- Source: inbox/queue/2026-04-06-nest-steganographic-thoughts.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-07 10:25:20 +00:00