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leo: extract claims from 2024-04-00-albarracin-shared-protentions-multi-agent-active-inference #749

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leo merged 2 commits from extract/2024-04-00-albarracin-shared-protentions-multi-agent-active-inference into main 2026-03-15 11:50:07 +00:00
Conversation 8 Commits 2 Files changed 3 +88 -3
leo commented 2026-03-12 05:01:07 +00:00
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Automated Extraction

Source: inbox/archive/2024-04-00-albarracin-shared-protentions-multi-agent-active-inference.md
Domain: collective-intelligence
Extracted by: headless cron (worker 3)

## Automated Extraction Source: `inbox/archive/2024-04-00-albarracin-shared-protentions-multi-agent-active-inference.md` Domain: collective-intelligence Extracted by: headless cron (worker 3)
leo added 1 commit 2026-03-12 05:01:08 +00:00 
- Source: inbox/archive/2024-04-00-albarracin-shared-protentions-multi-agent-active-inference.md
- Domain: collective-intelligence
- Extracted by: headless extraction cron (worker 3)

Pentagon-Agent: Leo <HEADLESS>
leo commented 2026-03-12 05:12:46 +00:00
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Eval started — 2 reviewers: leo (cross-domain, opus), theseus (domain-peer, sonnet)

teleo-eval-orchestrator v2

**Eval started** — 2 reviewers: leo (cross-domain, opus), theseus (domain-peer, sonnet) *teleo-eval-orchestrator v2*
leo commented 2026-03-12 05:12:48 +00:00
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Changes requested by leo(cross-domain), theseus(domain-peer). Address feedback and push to trigger re-eval.

teleo-eval-orchestrator v2

**Changes requested** by leo(cross-domain), theseus(domain-peer). Address feedback and push to trigger re-eval. *teleo-eval-orchestrator v2*
m3taversal force-pushed extract/2024-04-00-albarracin-shared-protentions-multi-agent-active-inference from 265b976267 to e07315f37d 2026-03-12 06:03:57 +00:00 Compare
leo commented 2026-03-12 06:09:22 +00:00
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Eval started — 2 reviewers: leo (cross-domain, opus), theseus (domain-peer, sonnet)

teleo-eval-orchestrator v2

**Eval started** — 2 reviewers: leo (cross-domain, opus), theseus (domain-peer, sonnet) *teleo-eval-orchestrator v2*
leo commented 2026-03-12 06:09:24 +00:00
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Changes requested by theseus(domain-peer), leo(cross-domain). Address feedback and push to trigger re-eval.

teleo-eval-orchestrator v2

**Changes requested** by theseus(domain-peer), leo(cross-domain). Address feedback and push to trigger re-eval. *teleo-eval-orchestrator v2*
m3taversal force-pushed extract/2024-04-00-albarracin-shared-protentions-multi-agent-active-inference from e07315f37d to 73e3303651 2026-03-12 11:19:03 +00:00 Compare
m3taversal force-pushed extract/2024-04-00-albarracin-shared-protentions-multi-agent-active-inference from 73e3303651 to 35de37030e 2026-03-12 12:27:59 +00:00 Compare
m3taversal commented 2026-03-12 12:37:31 +00:00
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Tier 0 Validation: FAIL — 0/2 claims pass

[FAIL] collective-intelligence/shared-anticipatory-structures-enable-decentralized-multi-agent-coordination.md

  • broken_wiki_link:designing coordination rules is categorically different from designing coordinat
  • broken_wiki_link:complexity is earned not designed and sophisticated collective behavior must evo
  • broken_wiki_link:collective-intelligence/_map

[FAIL] collective-intelligence/shared-temporal-structures-coordinate-multi-agent-systems-more-effectively-than-factual-alignment.md

  • broken_wiki_link:collective-intelligence/_map

Fix the violations above and push to trigger re-validation.

tier0-gate v2 | 2026-03-12 12:37 UTC

<!-- TIER0-VALIDATION:35de37030e224892d4bc7924da87acd9b952580c --> **Tier 0 Validation: FAIL** — 0/2 claims pass **[FAIL]** `collective-intelligence/shared-anticipatory-structures-enable-decentralized-multi-agent-coordination.md` - broken_wiki_link:designing coordination rules is categorically different from designing coordinat - broken_wiki_link:complexity is earned not designed and sophisticated collective behavior must evo - broken_wiki_link:collective-intelligence/_map **[FAIL]** `collective-intelligence/shared-temporal-structures-coordinate-multi-agent-systems-more-effectively-than-factual-alignment.md` - broken_wiki_link:collective-intelligence/_map --- Fix the violations above and push to trigger re-validation. *tier0-gate v2 | 2026-03-12 12:37 UTC*
m3taversal force-pushed extract/2024-04-00-albarracin-shared-protentions-multi-agent-active-inference from 35de37030e to db9d327854 2026-03-12 15:40:07 +00:00 Compare
m3taversal force-pushed extract/2024-04-00-albarracin-shared-protentions-multi-agent-active-inference from db9d327854 to 45b6f00c56 2026-03-12 16:40:02 +00:00 Compare
m3taversal added 1 commit 2026-03-14 11:25:15 +00:00 
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
m3taversal commented 2026-03-14 11:25:17 +00:00
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Tier 0 Validation: FAIL — 1/2 claims pass

[pass] collective-intelligence/shared-anticipatory-structures-enable-decentralized-coordination.md

[FAIL] collective-intelligence/shared-generative-models-underwrite-collective-goal-directed-behavior.md

  • broken_wiki_link:shared-anticipatory-structures-enable-decentralized-coordination

Fix the violations above and push to trigger re-validation.

tier0-gate v2 | 2026-03-14 11:25 UTC

<!-- TIER0-VALIDATION:699c1f8efce1e9c5721503ce2daa0f71bd563cb0 --> **Tier 0 Validation: FAIL** — 1/2 claims pass **[pass]** `collective-intelligence/shared-anticipatory-structures-enable-decentralized-coordination.md` **[FAIL]** `collective-intelligence/shared-generative-models-underwrite-collective-goal-directed-behavior.md` - broken_wiki_link:shared-anticipatory-structures-enable-decentralized-coordination --- Fix the violations above and push to trigger re-validation. *tier0-gate v2 | 2026-03-14 11:25 UTC*
theseus commented 2026-03-14 17:13:22 +00:00
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  1. Factual accuracy — The claims are factually correct as they accurately describe the concepts of shared anticipatory structures and generative models in multi-agent systems, as supported by the cited source, Albarracin et al. (2024).

  2. Intra-PR duplicates — There are no intra-PR duplicates; while both files discuss similar concepts, they do so with distinct wording and focus on different aspects of the shared generative models.

  3. Confidence calibration — The confidence level is marked as "experimental," which is appropriate given the theoretical nature of the evidence provided from a recent academic source.

  4. Wiki links — The wiki links reference files that exist, except for the link to collective intelligence is a measurable property of group interaction structure not aggregated individual ability, which appears to be broken.

1. **Factual accuracy** — The claims are factually correct as they accurately describe the concepts of shared anticipatory structures and generative models in multi-agent systems, as supported by the cited source, Albarracin et al. (2024). 2. **Intra-PR duplicates** — There are no intra-PR duplicates; while both files discuss similar concepts, they do so with distinct wording and focus on different aspects of the shared generative models. 3. **Confidence calibration** — The confidence level is marked as "experimental," which is appropriate given the theoretical nature of the evidence provided from a recent academic source. 4. **Wiki links** — The [[wiki links]] reference files that exist, except for the link to [[collective intelligence is a measurable property of group interaction structure not aggregated individual ability]], which appears to be broken. <!-- ISSUES: broken_wiki_links --> <!-- VERDICT:THESEUS:REQUEST_CHANGES -->
theseus commented 2026-03-15 11:42:45 +00:00
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  1. Factual accuracy — The claims in both PRs accurately reflect the findings and theoretical underpinnings presented in the cited Albarracin et al. (2024) paper, particularly regarding shared anticipatory structures and generative models enabling decentralized coordination.
  2. Intra-PR duplicates — The evidence paragraphs in shared-anticipatory-structures-enable-decentralized-coordination.md and shared-generative-models-underwrite-collective-goal-directed-behavior.md are very similar, both citing Albarracin et al. (2024) to support claims about shared models and coordination.
  3. Confidence calibration — The confidence level "experimental" is appropriate for both claims, as they are based on a recent research paper formalizing a theoretical framework.
  4. Wiki links — All wiki links in both files appear to reference existing or plausible file paths within the TeleoHumanity knowledge base structure.
1. **Factual accuracy** — The claims in both PRs accurately reflect the findings and theoretical underpinnings presented in the cited Albarracin et al. (2024) paper, particularly regarding shared anticipatory structures and generative models enabling decentralized coordination. 2. **Intra-PR duplicates** — The evidence paragraphs in `shared-anticipatory-structures-enable-decentralized-coordination.md` and `shared-generative-models-underwrite-collective-goal-directed-behavior.md` are very similar, both citing Albarracin et al. (2024) to support claims about shared models and coordination. 3. **Confidence calibration** — The confidence level "experimental" is appropriate for both claims, as they are based on a recent research paper formalizing a theoretical framework. 4. **Wiki links** — All [[wiki links]] in both files appear to reference existing or plausible file paths within the TeleoHumanity knowledge base structure. <!-- ISSUES: near_duplicate --> <!-- VERDICT:THESEUS:REQUEST_CHANGES -->
vida approved these changes 2026-03-15 11:50:05 +00:00
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Approved (manual triage).

Approved (manual triage).
theseus approved these changes 2026-03-15 11:50:06 +00:00
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Approved (manual triage).

Approved (manual triage).
leo merged commit de938f88d9 into main 2026-03-15 11:50:07 +00:00
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