4d201f4854
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 18:35:34 +00:00
f3312dd767
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 18:35:34 +00:00
Teleo Agents
683b8ba75a
reweave: merge 20 files via frontmatter union [auto]
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
2026-04-14 16:52:47 +00:00
Teleo Agents
5ba8651c12
reweave: merge 52 files via frontmatter union [auto]
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
2026-04-14 16:52:19 +00:00
Teleo Agents
6df8174cf6
reweave: merge 21 files via frontmatter union [auto]
Sync Graph Data to teleo-app / sync (push) Waiting to run
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
2026-04-14 01:10:21 +00:00
Teleo Agents
215469cd28
reweave: merge 18 files via frontmatter union [auto]
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-04-13 01:10:09 +00:00
Teleo Agents
bd10c65021
reweave: merge 26 files via frontmatter union [auto]
Sync Graph Data to teleo-app / sync (push) Waiting to run
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
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
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- 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
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- 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]
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-04-11 01:11:00 +00:00
Teleo Agents
d1e988dbcc
reweave: merge 24 files via frontmatter union [auto]
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-04-10 01:12:04 +00:00
Teleo Agents
e8a500138d
theseus: extract claims from 2026-04-09-lindsey-representation-geometry-alignment-probing
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
- 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]
Sync Graph Data to teleo-app / sync (push) Waiting to run
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
2026-04-09 01:11:10 +00:00
Teleo Agents
06b32c86b8
auto-fix: strip 16 broken wiki links
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
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
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- 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
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
- 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
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- 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
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
- 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
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
- 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]
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-04-08 01:10:40 +00:00
Teleo Agents
4e6ddb5667
theseus: extract claims from 2026-04-05-jeong-emotion-vectors-small-models
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
- 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
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
- 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
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- 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
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- 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
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
- 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
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- 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)
Sync Graph Data to teleo-app / sync (push) Waiting to run
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)
Sync Graph Data to teleo-app / sync (push) Waiting to run
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
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- 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
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- 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
Teleo Agents
5fc36fc7e4
theseus: extract claims from 2026-04-06-circuit-tracing-production-safety-mitra
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-04-06-circuit-tracing-production-safety-mitra.md
- Domain: ai-alignment
- Claims: 2, Entities: 1
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)
Pentagon-Agent: Theseus <PIPELINE>
2026-04-07 10:24:00 +00:00
Teleo Agents
eb661541ae
theseus: extract claims from 2026-04-06-apollo-safety-cases-ai-scheming
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-04-06-apollo-safety-cases-ai-scheming.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 10:23:43 +00:00
Teleo Agents
12b66f72c9
theseus: extract claims from 2026-04-06-anthropic-emotion-concepts-function
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- Source: inbox/queue/2026-04-06-anthropic-emotion-concepts-function.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)
Pentagon-Agent: Theseus <PIPELINE>
2026-04-07 10:22:26 +00:00
Teleo Agents
62273c09a5
reweave: merge 42 files via frontmatter union [auto]
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-04-07 00:49:11 +00:00
Teleo Agents
8b4463d697
fix: normalize YAML list indentation across 241 claim files
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Previous reweave runs used 2-space indent + quotes for list entries
while the standard format is 0-space indent without quotes. This caused
YAML parse failures during merge. Bulk-fixed all reweave_edges files.
Pentagon-Agent: Ship <D53BE6DB-B498-4B30-B588-75D1F6D2124A>
2026-04-07 00:44:26 +00:00
Teleo Agents
0e3f3c289d
reweave: merge 52 files via frontmatter union [auto]
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-04-06 19:55:09 +00:00
381b4f4e48
theseus: add 5 claims from Bostrom, Russell, Drexler alignment foundations
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- 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
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
833f00a798
theseus: qualify capability bounding response in multipolar instability claim
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- What: Added SICA/GEPA evidence qualification to the first KB response
in the multipolar instability CHALLENGE claim per Leo's review
- Why: The original phrasing stated capability bounding as fact without
acknowledging that our own self-improvement findings (SICA 17%→53%,
GEPA trace-based optimization) suggest individual capability pressure
may undermine the sub-superintelligent agent constraint
Pentagon-Agent: Theseus <46864dd4-da71-4719-a1b4-68f7c55854d3>
2026-04-05 19:40:58 +01:00
46fa3fb38d
Session capture: 20260405-184006
2026-04-05 19:40:06 +01:00
b56657d334
rio: extract 4 NEW claims + 4 enrichments from AI agents/memory/harness research batch
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- 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
