Teleo Agents
56b9e20e63
auto-fix: strip 2 broken wiki links
...
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-19 16:08:01 +00:00
Teleo Agents
bc8fb27058
extract: 2026-02-23-shapira-agents-of-chaos
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 16:02:48 +00:00
Teleo Agents
29eb6e8607
auto-fix: strip 4 broken wiki links
...
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-19 14:06:36 +00:00
Teleo Agents
2442ab4b44
extract: 2026-03-00-metr-aisi-pre-deployment-evaluation-practice
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 14:06:36 +00:00
Teleo Agents
8598d95858
extract: 2026-03-16-theseus-ai-coordination-governance-evidence
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 13:55:02 +00:00
Teleo Agents
decc9152a4
extract: 2026-02-24-catalini-simple-economics-agi
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 13:46:00 +00:00
Teleo Agents
9e0461efab
extract: 2026-02-23-shapira-agents-of-chaos
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 13:44:52 +00:00
Teleo Agents
a809b58a07
extract: 2025-11-29-sistla-evaluating-llms-open-source-games
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 13:37:33 +00:00
Teleo Agents
c76e8ce4d9
extract: 2025-09-26-krier-coasean-bargaining-at-scale
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 13:34:42 +00:00
6ef729b152
extract: 2025-08-00-mccaslin-stream-chembio-evaluation-reporting ( #1364 )
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-19 01:17:33 +00:00
Teleo Agents
e2dc9f54f0
extract: 2026-03-00-metr-aisi-pre-deployment-evaluation-practice
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 00:35:04 +00:00
Teleo Agents
3282592dc0
extract: 2026-01-00-kim-third-party-ai-assurance-framework
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 00:34:22 +00:00
Teleo Agents
2d9199347d
extract: 2024-12-00-uuk-mitigations-gpai-systemic-risks-76-experts
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-19 00:30:38 +00:00
Teleo Agents
5ed47fb50e
extract: 2026-03-18-hks-governance-by-procurement-bilateral
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-18 18:13:42 +00:00
Teleo Agents
cbfd18701e
extract: 2026-03-18-cfr-how-2026-decides-ai-future-governance
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-18 16:14:44 +00:00
Teleo Agents
a1a9bffbea
extract: 2026-01-15-eu-ai-alliance-seven-feedback-loops
...
Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>
2026-03-18 11:18:31 +00:00
d0998a23bd
theseus: AI coordination governance evidence — 3 claims + 1 entity
...
- What: 3 claims on coordination governance empirics (binding regulation as
only mechanism that works, transparency declining, compute export controls
as misaligned governance) + UK AISI entity + comprehensive source archive
- Why: targeted research on weakest grounding of B2 ("alignment is coordination
problem"). Found that voluntary coordination has empirically failed across
every mechanism tested (2023-2026). Only binding regulation with enforcement
changes behavior. This challenges the optimistic version of B2 and
strengthens the case for enforcement-backed coordination.
- Connections: confirms voluntary-safety-pledge claim with extensive new
evidence, strengthens nation-state-control claim, challenges alignment-tax
claim by showing the tax is being cut not paid
Pentagon-Agent: Theseus <B4A5B354-03D6-4291-A6A8-1E04A879D9AC>
2026-03-16 19:35:00 +00:00
03aa9c9a7c
theseus: AI industry landscape — 7 entities + 3 claims from web research
...
- What: first ai-alignment entities (Anthropic, OpenAI, Google DeepMind, xAI,
SSI, Thinking Machines Lab, Dario Amodei) + 3 claims on industry dynamics
(RSP rollback as empirical confirmation, talent circulation as alignment
culture transfer, capital concentration as oligopoly constraint on governance)
- Why: industry landscape research synthesizing 33 web sources. Entities ground
the KB in the actual organizations producing alignment-relevant research.
Claims extract structural alignment implications from industry data.
- Connections: RSP rollback claim confirms voluntary-safety-pledge claim;
investment concentration connects to nation-state-control and alignment-tax
claims; talent circulation connects to coordination-failure claim
Pentagon-Agent: Theseus <B4A5B354-03D6-4291-A6A8-1E04A879D9AC>
2026-03-16 17:56:38 +00:00
b64fe64b89
theseus: 5 claims from ARIA Scaling Trust programme papers
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
- What: 5 new claims + 6 source archives from papers referenced in
Alex Obadia's ARIA Research tweet on distributed AGI safety
- Sources: Distributional AGI Safety (Tomašev), Agents of Chaos (Shapira),
Simple Economics of AGI (Catalini), When AI Writes Software (de Moura),
LLM Open-Source Games (Sistla), Coasean Bargaining (Krier)
- Claims: multi-agent emergent vulnerabilities (likely), verification
bandwidth as binding constraint (likely), formal verification economic
necessity (likely), cooperative program equilibria (experimental),
Coasean transaction cost collapse (experimental)
- Connections: extends scalable oversight degradation, correlated blind
spots, formal verification, coordination-as-alignment
Pentagon-Agent: Theseus <B4A5B354-03D6-4291-A6A8-1E04A879D9AC>
2026-03-16 16:46:07 +00:00
b1d810c568
extract: 2025-11-00-sahoo-rlhf-alignment-trilemma ( #1155 )
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-16 16:18:06 +00:00
Teleo Agents
ab0c92ad94
auto-fix: strip 5 broken wiki links
...
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-16 15:08:47 +00:00
Teleo Agents
74975eb326
extract: 2025-00-00-em-dpo-heterogeneous-preferences
...
Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>
2026-03-16 15:08:47 +00:00
Teleo Agents
79bb2e382b
auto-fix: strip 4 broken wiki links
...
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-16 14:36:53 +00:00
Teleo Agents
5d73336c5c
extract: 2026-02-00-an-differentiable-social-choice
...
Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>
2026-03-16 14:36:53 +00:00
Teleo Agents
7514323608
extract: 2025-06-00-li-scaling-human-judgment-community-notes-llms
...
Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>
2026-03-16 10:20:28 +00:00
Teleo Agents
2c615310a5
auto-fix: strip 4 broken wiki links
...
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-15 20:28:16 +00:00
Teleo Agents
d48d2e2c7b
extract: 2025-11-00-operationalizing-pluralistic-values-llm-alignment
...
Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>
2026-03-15 20:28:16 +00:00
Teleo Pipeline
dbbb07adb1
extract: 2024-11-00-ai4ci-national-scale-collective-intelligence
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>
2026-03-15 17:13:56 +00:00
Teleo Pipeline
e4506bd6ce
extract: 2024-04-00-conitzer-social-choice-guide-alignment
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>
2026-03-15 17:13:21 +00:00
Teleo Pipeline
66767c9b12
extract: 2024-02-00-chakraborty-maxmin-rlhf
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>
2026-03-15 17:13:16 +00:00
d597b26cb4
Merge pull request 'theseus: 3 active inference claims for collective agent architecture (resubmit)' ( #827 ) from theseus/active-inference-claims into main
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-15 14:24:53 +00:00
Teleo Agents
1785f36a7f
auto-fix: strip 1 broken wiki links
...
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-03-14 18:23:49 +00:00
Teleo Agents
a086908d4e
theseus: extract from 2024-11-00-ruiz-serra-factorised-active-inference-multi-agent.md
...
- Source: inbox/archive/2024-11-00-ruiz-serra-factorised-active-inference-multi-agent.md
- Domain: ai-alignment
- Extracted by: headless extraction cron (worker 4)
Pentagon-Agent: Theseus <HEADLESS>
2026-03-14 18:23:49 +00:00
Teleo Agents
62825c3995
auto-fix: address review feedback on 2026-02-00-yamamoto-full-formal-arrow-impossibility.md
...
- Fixed based on eval review comments
- Quality gate pass 3 (fix-from-feedback)
Pentagon-Agent: Theseus <HEADLESS>
2026-03-14 15:27:14 +00:00
Teleo Agents
8fb7856c82
theseus: extract claims from 2026-02-00-yamamoto-full-formal-arrow-impossibility.md
...
- Source: inbox/archive/2026-02-00-yamamoto-full-formal-arrow-impossibility.md
- Domain: ai-alignment
- Extracted by: headless extraction cron (worker 4)
Pentagon-Agent: Theseus <HEADLESS>
2026-03-14 15:27:14 +00:00
f884dde98a
theseus: apply Leo's feedback — strengthen descriptions, add cross-links
...
- Claim 1: named 3 structural dimensions in description field
- Claim 2: added reframe to description, linked scalable oversight as contrast
- Claim 3: added challenged_by for reflexive capture, linked social enforcement tension
- All 3: added domain specialization and protocol design cross-links per Leo
Pentagon-Agent: Theseus <B4A5B354-03D6-4291-A6A8-1E04A879D9AC>
2026-03-13 19:29:05 +00:00
55fb571dea
theseus: add 3 claims on collective AI design implications
...
- What: 3 new claims from collective AI design analysis
1. Agent-mediated KBs are structurally novel (core/living-agents/)
2. Adversarial contribution conditions (foundations/collective-intelligence/)
3. Transparent algorithmic governance as alignment (domains/ai-alignment/)
- Why: Cory identified 5 areas of CI design implications for Teleo product.
These 3 are the strongest claim candidates from that analysis.
- Connections: builds on existing adversarial PR review, Hayek spontaneous order,
specification trap, and partial connectivity claims
- All rated experimental — strong theoretical grounding, no deployment data yet
Pentagon-Agent: Theseus <B4A5B354-03D6-4291-A6A8-1E04A879D9AC>
2026-03-13 19:29:05 +00:00
20a9ba6785
theseus: 3 active inference claims + address Leo's review feedback
...
Claims:
1. Agent research direction selection is epistemic foraging
2. Collective attention allocation follows nested active inference
3. User questions are an irreplaceable free energy signal (renamed from "highest-value")
Review fixes (from PR #131 feedback):
- Add source archives: Friston 2010 (free energy principle) and Cory Abdalla
2026-03-10 (chat-as-sensor insight)
- Claim 2: wiki-link the Jevons paradox and superorganism evidence instead of
asserting without citation
- Claim 3: rename from "highest-value" to "irreplaceable" to match body's
argument that structural and functional uncertainty are complementary
- Update _map.md to match renamed claim 3
Pentagon-Agent: Theseus <B4A5B354-03D6-4291-A6A8-1E04A879D9AC>
2026-03-12 12:04:53 +00:00
dd5550bee2
Merge pull request 'theseus: extract claims from 2026-02-00-international-ai-safety-report-2026' ( #474 ) from extract/2026-02-00-international-ai-safety-report-2026 into main
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-11 15:50:24 +00:00
48bc3682ef
theseus: extract claims from 2026-01-00-mixdpo-preference-strength-pluralistic ( #482 )
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Co-authored-by: Theseus <theseus@agents.livingip.xyz>
Co-committed-by: Theseus <theseus@agents.livingip.xyz>
2026-03-11 13:33:17 +00:00
7bc680a5b3
Merge pull request 'theseus: extract claims from 2026-02-25-karpathy-programming-changed-december' ( #132 ) from extract/2026-02-25-karpathy-programming-changed-december into main
Sync Graph Data to teleo-app / sync (push) Waiting to run
2026-03-11 12:21:06 +00:00
db497155d8
theseus: extract claims from Doshi-Hauser AI creativity experiment ( #484 )
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Co-authored-by: m3taversal <m3taversal@gmail.com>
Co-committed-by: m3taversal <m3taversal@gmail.com>
2026-03-11 09:23:12 +00:00
Teleo Agents
7bbebad91e
theseus: extract claims from 2026-02-00-international-ai-safety-report-2026.md
...
- Source: inbox/archive/2026-02-00-international-ai-safety-report-2026.md
- Domain: ai-alignment
- Extracted by: headless extraction cron (worker 3)
Pentagon-Agent: Theseus <HEADLESS>
2026-03-11 09:03:06 +00:00
Teleo Agents
5c84eb5bce
theseus: extract claims from 2026-02-25-karpathy-programming-changed-december.md
...
- Source: inbox/archive/2026-02-25-karpathy-programming-changed-december.md
- Domain: ai-alignment
- Extracted by: headless extraction cron
Pentagon-Agent: Theseus <HEADLESS>
2026-03-11 02:11:06 +00:00
ccf05c1198
theseus: extract claims from 2026-02-00-anthropic-rsp-rollback ( #190 )
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Co-authored-by: Theseus <theseus@agents.livingip.xyz>
Co-committed-by: Theseus <theseus@agents.livingip.xyz>
2026-03-10 20:17:18 +00:00
b5d78f2ba1
theseus: visitor-friendly _map.md polish for ai-alignment domain ( #102 )
...
Sync Graph Data to teleo-app / sync (push) Waiting to run
Co-authored-by: Theseus <theseus@agents.livingip.xyz>
Co-committed-by: Theseus <theseus@agents.livingip.xyz>
2026-03-10 12:12:25 +00:00
5a22a6d404
theseus: 6 collaboration taxonomy claims from X ingestion ( #76 )
...
Co-authored-by: Theseus <theseus@agents.livingip.xyz>
Co-committed-by: Theseus <theseus@agents.livingip.xyz>
2026-03-09 16:58:21 +00:00
m3taversal
d9e1950e60
theseus: coordination infrastructure + convictions + labor market claims ( #61 )
...
Theseus: coordination infrastructure + conviction schema + labor market claims
11 claims covering: Knuth's Claude's Cycles research program, Aquino-Michaels orchestrator pattern, Reitbauer alternative approach, Anthropic labor market impacts, and coordination infrastructure (coordinate.md, handoff protocol, conviction schema).
Reviewed by Leo. Conflicts resolved.
Pentagon-Agent: Leo <B9E87C91-8D2A-42C0-AA43-4874B1A67642>
2026-03-08 13:01:05 -06:00
m3taversal
6c357917cd
theseus: foundations follow-up + Claude's Cycles research program (11 claims) ( #50 )
...
Reviewed by Leo. 11 claims: 4 foundation gaps (coordination failures, principal-agent, feedback loops, network effects) + 7 Claude's Cycles capability evidence. 4 source archives. Minor non-blocking feedback posted.
2026-03-07 15:19:27 -07:00
m3taversal
673c751b76
leo: foundations audit — 7 moves, 4 deletes, 3 condensations, 10 confidence demotions, 23 type fixes, 1 centaur rewrite
...
## Summary
Comprehensive audit of all 86 foundation claims across 4 subdomains.
**Changes:**
- 7 claims moved (3 → domains/ai-alignment/, 3 → core/teleohumanity/, 1 → domains/health/)
- 4 claims deleted (1 duplicate, 3 condensed into stronger claims)
- 3 condensations: cognitive limits 3→2, Christensen 4→2
- 10 confidence demotions (proven→likely for interpretive framings)
- 23 type fixes (framework/insight/pattern → claim per schema)
- 1 centaur rewrite (unconditional → conditional on role complementarity)
- All broken wiki links fixed across repo
**Review:** All 4 domain agents approved (Rio, Clay, Vida, Theseus).
Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E>
2026-03-07 11:56:38 -07:00
