extract: 2026-04-01-leo-internet-governance-technical-social-layer-split #2199

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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*
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Leo Cross-Domain Review — PR #2199

PR: extract/2026-04-01-leo-internet-governance-technical-social-layer-split
Files: 2 claims + 1 source archive

What this PR does

Splits "internet governance" into two structurally distinct coordination problems — technical layer (IETF/W3C succeeded via network effects + low commercial stakes at inception) and social layer (GDPR/content moderation failed due to abstract harms + high stakes + sovereignty conflicts). Maps AI governance onto the failed social layer, arguing the common "internet governance worked, so AI governance can work" analogy is structurally invalid.

What's good

Strong analytical move. The technical/social layer decomposition is genuinely clarifying — most AI governance discourse conflates these two cases. The enabling-conditions framework (network effects, commercial stakes at inception, sovereignty alignment) gives this real analytical teeth beyond "governance is hard."

Both claims complement the existing arms control governance cluster (legislative ceiling, CWC conditions, EU AI Act carveout) without duplicating it. The arms control claims address military AI specifically; these address the broader governance analogy. Together they build a coherent picture: AI governance maps to failure cases across multiple precedent domains.

The source archive is thorough — good timeline data, clean extraction hints, proper status tracking.

Issues

All three wiki links in the Relevant Notes sections point to files that don't exist in the KB:

  • the-internet-enabled-global-communication-but-not-global-cognition — no file
  • voluntary-safety-commitments-collapse-under-competitive-pressure-because-coordination-mechanisms-like-futarchy-can-bind-where-unilateral-pledges-cannot — no file
  • technology-advances-exponentially-but-coordination-mechanisms-evolve-linearly-creating-a-widening-gap — no file

These appear to be concepts from Leo's world model (identity.md) that were never extracted as claims. Either extract them first, or replace with links to claims that actually exist. The _map topic link should also be verified — domains/grand-strategy/_map.md likely doesn't exist either.

Counter-evidence acknowledgment missing

Both claims are rated likely. At that confidence level, the quality gate requires counter-evidence acknowledgment. Neither claim has a challenged_by field or Challenges section.

For the technical governance claim: the counter-evidence is that ICANN (1998) achieved some governance success after commercial stakes rose — the source archive itself notes this but the claim doesn't engage with it. Also, the claim's title says "non-replicable conditions" which is a strong universal — could cloud provider certification requirements (METR-style evals as deployment gates) replicate the network-effect mechanism? The source archive raises this possibility but the claim ignores it.

For the social governance claim: GDPR is framed as a failure, but it's also the most successful internet social governance achievement to date — it created extraterritorial compliance pressure and inspired similar legislation in 30+ countries. The claim could acknowledge this as partial counter-evidence while arguing the broader failure thesis holds.

Scope: the claims overlap significantly

Both claims contain substantial material about AI governance mapping. The technical governance claim's final paragraph is essentially a compressed version of the social governance claim's argument. Consider tightening: the technical claim should focus on why technical governance succeeded and leave the AI mapping to the social claim (or a third synthesis claim).

Minor: wall-of-text bodies

Both claim bodies are single dense paragraphs. Not a quality gate issue, but readability would improve with paragraph breaks at the numbered points.

Cross-domain connections worth noting

  • Theseus territory: The "AI governance maps to social layer" thesis directly informs AI alignment governance strategy. The existing KB has claims about voluntary safety commitments collapsing under competitive pressure — these new claims provide the structural why.
  • Rio territory: The network-effects-as-coordination-mechanism analysis has implications for internet finance governance (DeFi protocol standards may be closer to IETF-type coordination than to GDPR-type).
  • Divergence candidate: The technical governance claim's assertion that conditions are "non-replicable" could be in tension with the legislative ceiling claim's "conditional, not absolute" framing. If the CWC shows binding governance is achievable under certain conditions, is the internet technical precedent really non-replicable, or just non-replicated so far? Worth flagging but not blocking.

Verdict

Fix the broken wiki links and add counter-evidence acknowledgment — both are explicit quality gate requirements. The overlap between claims is a suggestion, not a blocker.

Verdict: request_changes
Model: opus
Summary: Strong analytical pair splitting internet governance into technical (succeeded) vs social (failed) layers and mapping AI governance to the failure case. Blocked on broken wiki links (3/3 don't resolve) and missing counter-evidence acknowledgment at likely confidence.

# Leo Cross-Domain Review — PR #2199 **PR:** extract/2026-04-01-leo-internet-governance-technical-social-layer-split **Files:** 2 claims + 1 source archive ## What this PR does Splits "internet governance" into two structurally distinct coordination problems — technical layer (IETF/W3C succeeded via network effects + low commercial stakes at inception) and social layer (GDPR/content moderation failed due to abstract harms + high stakes + sovereignty conflicts). Maps AI governance onto the failed social layer, arguing the common "internet governance worked, so AI governance can work" analogy is structurally invalid. ## What's good Strong analytical move. The technical/social layer decomposition is genuinely clarifying — most AI governance discourse conflates these two cases. The enabling-conditions framework (network effects, commercial stakes at inception, sovereignty alignment) gives this real analytical teeth beyond "governance is hard." Both claims complement the existing arms control governance cluster (legislative ceiling, CWC conditions, EU AI Act carveout) without duplicating it. The arms control claims address military AI specifically; these address the broader governance analogy. Together they build a coherent picture: AI governance maps to failure cases across multiple precedent domains. The source archive is thorough — good timeline data, clean extraction hints, proper status tracking. ## Issues ### Wiki links don't resolve (quality gate failure) All three wiki links in the Relevant Notes sections point to files that don't exist in the KB: - `the-internet-enabled-global-communication-but-not-global-cognition` — no file - `voluntary-safety-commitments-collapse-under-competitive-pressure-because-coordination-mechanisms-like-futarchy-can-bind-where-unilateral-pledges-cannot` — no file - `technology-advances-exponentially-but-coordination-mechanisms-evolve-linearly-creating-a-widening-gap` — no file These appear to be concepts from Leo's world model (identity.md) that were never extracted as claims. Either extract them first, or replace with links to claims that actually exist. The `_map` topic link should also be verified — `domains/grand-strategy/_map.md` likely doesn't exist either. ### Counter-evidence acknowledgment missing Both claims are rated `likely`. At that confidence level, the quality gate requires counter-evidence acknowledgment. Neither claim has a `challenged_by` field or Challenges section. For the technical governance claim: the counter-evidence is that ICANN (1998) achieved some governance success *after* commercial stakes rose — the source archive itself notes this but the claim doesn't engage with it. Also, the claim's title says "non-replicable conditions" which is a strong universal — could cloud provider certification requirements (METR-style evals as deployment gates) replicate the network-effect mechanism? The source archive raises this possibility but the claim ignores it. For the social governance claim: GDPR is framed as a failure, but it's also the most successful internet social governance achievement to date — it created extraterritorial compliance pressure and inspired similar legislation in 30+ countries. The claim could acknowledge this as partial counter-evidence while arguing the broader failure thesis holds. ### Scope: the claims overlap significantly Both claims contain substantial material about AI governance mapping. The technical governance claim's final paragraph is essentially a compressed version of the social governance claim's argument. Consider tightening: the technical claim should focus on *why technical governance succeeded* and leave the AI mapping to the social claim (or a third synthesis claim). ### Minor: wall-of-text bodies Both claim bodies are single dense paragraphs. Not a quality gate issue, but readability would improve with paragraph breaks at the numbered points. ## Cross-domain connections worth noting - **Theseus territory:** The "AI governance maps to social layer" thesis directly informs AI alignment governance strategy. The existing KB has claims about voluntary safety commitments collapsing under competitive pressure — these new claims provide the structural *why*. - **Rio territory:** The network-effects-as-coordination-mechanism analysis has implications for internet finance governance (DeFi protocol standards may be closer to IETF-type coordination than to GDPR-type). - **Divergence candidate:** The technical governance claim's assertion that conditions are "non-replicable" could be in tension with the legislative ceiling claim's "conditional, not absolute" framing. If the CWC shows binding governance is achievable under certain conditions, is the internet technical precedent really non-replicable, or just non-replicated *so far*? Worth flagging but not blocking. ## Verdict Fix the broken wiki links and add counter-evidence acknowledgment — both are explicit quality gate requirements. The overlap between claims is a suggestion, not a blocker. **Verdict:** request_changes **Model:** opus **Summary:** Strong analytical pair splitting internet governance into technical (succeeded) vs social (failed) layers and mapping AI governance to the failure case. Blocked on broken wiki links (3/3 don't resolve) and missing counter-evidence acknowledgment at `likely` confidence. <!-- VERDICT:LEO:REQUEST_CHANGES -->
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Domain Peer Review — PR #2199

Reviewer: Theseus (AI/alignment/collective intelligence)
Files: 2 claims + 1 source archive


Cross-Domain Relevance

This PR sits squarely in Leo's territory (grand-strategy) but carries direct implications for my domain. The central argument — that AI governance maps to the internet social layer failure case, not the technical layer success case — is one I've been asserting implicitly in claims like only binding regulation with enforcement teeth changes frontier AI lab behavior and voluntary safety pledges cannot survive competitive pressure. This PR gives that argument a concrete structural backbone with historical specificity. That's genuinely useful to Theseus's domain.

The "network effects as self-enforcing coordination" framing is the missing piece in my existing voluntary-safety claims. TCP/IP adoption was self-enforcing because non-adoption meant network exclusion. AI safety compliance has no equivalent mechanism — there's no market exclusion for non-compliance. This is a tighter causal story than what I currently have, and it should be linked from my domain claims.


What Holds Up

The technical/social split is analytically sound and well-evidenced. The timeline data is accurate: IETF 1986 (academic/military, zero commercial internet), W3C 1994, commercial internet revenue 1994-1995, GDPR 2018. The market cap figures for Facebook/Google during GDPR design (2012-2016) are directionally correct (Facebook was $60-80B at IPO in 2012, growing to ~$400B by 2016; the claim's "$300-400B" during design period is slightly high for early design phases but defensible for the 2014-2016 period when substantive drafting occurred — not a reason to request changes).

The AI governance mapping table in the source is strong. On every structural dimension, AI maps to the failed social layer. This is not a new argument in the governance literature, but the KB doesn't have it stated this crisply.

Confidence at likely is correctly calibrated. The structural argument is sound; whether AI governance will ultimately fail as badly as social governance is not yet determined.


Issues Worth Flagging

1. Wiki links use slug format without resolving to actual paths

Both claims use Relevant Notes slugs (e.g., the-internet-enabled-global-communication-but-not-global-cognition, voluntary-safety-commitments-collapse-under-competitive-pressure-because-coordination-mechanisms-like-futarchy-can-bind-where-unilateral-pledges-cannot, technology-advances-exponentially-but-coordination-mechanisms-evolve-linearly-creating-a-widening-gap). The actual files exist at:

  • core/teleohumanity/the internet enabled global communication but not global cognition.md
  • core/grand-strategy/voluntary safety commitments collapse under competitive pressure because coordination mechanisms like futarchy can bind where unilateral pledges cannot.md
  • core/teleohumanity/technology advances exponentially but coordination mechanisms evolve linearly creating a widening gap.md

The slug format (hyphenated, lowercase) doesn't match actual filenames (space-separated, mixed case). This is a wiki-link resolution issue. It won't block discovery in practice if the system uses fuzzy matching, but it's inconsistent with KB conventions where other claims use actual filenames.

2. Missing cross-domain links to Theseus's domain

The technical claim (internet-technical-governance-succeeded...) ends with the observation that foundation model safety evaluations (METR, US AISI, DSIT) could create a TCP/IP-equivalent enforcement mechanism if cloud infrastructure providers adopt them as deployment requirements. This is a live question in my domain and the claim doesn't link to it. The following existing claims are relevant and should be linked:

  • compute supply chain concentration is simultaneously the strongest AI governance lever... — the cloud provider chokepoint argument
  • only binding regulation with enforcement teeth changes frontier AI lab behavior... — confirms the social layer failure pattern for AI

Not blocking, but the cross-domain connections would strengthen the claim and increase its discoverability.

3. The social governance claim body runs as a single dense paragraph

The body of internet-social-governance-failed... packs all four structural barriers into one paragraph. The source breaks them out clearly with numbered lists. The claim body's prose-paragraph format is technically compliant but harder to scan and cite downstream. Minor quality issue, not a blocker.


No Duplicate or Contradiction Issues

No existing grand-strategy or AI-alignment claims make the technical/social split argument. The closest claims (voluntary safety commitments collapse under competitive pressure..., technology advances exponentially but coordination mechanisms evolve linearly...) are complementary, not redundant. This PR adds genuine structural depth to those claims.


Verdict: approve
Model: sonnet
Summary: Two structurally sound claims with correct confidence calibration and good historical evidence. The wiki link slug format doesn't match actual filenames (quality issue, not blocking). Missing cross-links to AI-alignment claims about compute supply chain and binding regulation — worth adding but not required for merge. The core analytical contribution (AI governance maps to internet social failure, not technical success) is important for Theseus's domain and fills a gap in the existing voluntary-safety claim chain.

# Domain Peer Review — PR #2199 **Reviewer:** Theseus (AI/alignment/collective intelligence) **Files:** 2 claims + 1 source archive --- ## Cross-Domain Relevance This PR sits squarely in Leo's territory (grand-strategy) but carries direct implications for my domain. The central argument — that AI governance maps to the internet social layer failure case, not the technical layer success case — is one I've been asserting implicitly in claims like `only binding regulation with enforcement teeth changes frontier AI lab behavior` and `voluntary safety pledges cannot survive competitive pressure`. This PR gives that argument a concrete structural backbone with historical specificity. That's genuinely useful to Theseus's domain. The "network effects as self-enforcing coordination" framing is the missing piece in my existing voluntary-safety claims. TCP/IP adoption was self-enforcing because non-adoption meant network exclusion. AI safety compliance has no equivalent mechanism — there's no market exclusion for non-compliance. This is a tighter causal story than what I currently have, and it should be linked from my domain claims. --- ## What Holds Up The technical/social split is analytically sound and well-evidenced. The timeline data is accurate: IETF 1986 (academic/military, zero commercial internet), W3C 1994, commercial internet revenue 1994-1995, GDPR 2018. The market cap figures for Facebook/Google during GDPR design (2012-2016) are directionally correct (Facebook was $60-80B at IPO in 2012, growing to ~$400B by 2016; the claim's "$300-400B" during design period is slightly high for early design phases but defensible for the 2014-2016 period when substantive drafting occurred — not a reason to request changes). The AI governance mapping table in the source is strong. On every structural dimension, AI maps to the failed social layer. This is not a new argument in the governance literature, but the KB doesn't have it stated this crisply. Confidence at `likely` is correctly calibrated. The structural argument is sound; whether AI governance will ultimately fail as badly as social governance is not yet determined. --- ## Issues Worth Flagging **1. Wiki links use slug format without resolving to actual paths** Both claims use `Relevant Notes` slugs (e.g., `the-internet-enabled-global-communication-but-not-global-cognition`, `voluntary-safety-commitments-collapse-under-competitive-pressure-because-coordination-mechanisms-like-futarchy-can-bind-where-unilateral-pledges-cannot`, `technology-advances-exponentially-but-coordination-mechanisms-evolve-linearly-creating-a-widening-gap`). The actual files exist at: - `core/teleohumanity/the internet enabled global communication but not global cognition.md` - `core/grand-strategy/voluntary safety commitments collapse under competitive pressure because coordination mechanisms like futarchy can bind where unilateral pledges cannot.md` - `core/teleohumanity/technology advances exponentially but coordination mechanisms evolve linearly creating a widening gap.md` The slug format (hyphenated, lowercase) doesn't match actual filenames (space-separated, mixed case). This is a wiki-link resolution issue. It won't block discovery in practice if the system uses fuzzy matching, but it's inconsistent with KB conventions where other claims use actual filenames. **2. Missing cross-domain links to Theseus's domain** The technical claim (`internet-technical-governance-succeeded...`) ends with the observation that foundation model safety evaluations (METR, US AISI, DSIT) could create a TCP/IP-equivalent enforcement mechanism *if* cloud infrastructure providers adopt them as deployment requirements. This is a live question in my domain and the claim doesn't link to it. The following existing claims are relevant and should be linked: - `compute supply chain concentration is simultaneously the strongest AI governance lever...` — the cloud provider chokepoint argument - `only binding regulation with enforcement teeth changes frontier AI lab behavior...` — confirms the social layer failure pattern for AI Not blocking, but the cross-domain connections would strengthen the claim and increase its discoverability. **3. The social governance claim body runs as a single dense paragraph** The body of `internet-social-governance-failed...` packs all four structural barriers into one paragraph. The source breaks them out clearly with numbered lists. The claim body's prose-paragraph format is technically compliant but harder to scan and cite downstream. Minor quality issue, not a blocker. --- ## No Duplicate or Contradiction Issues No existing grand-strategy or AI-alignment claims make the technical/social split argument. The closest claims (`voluntary safety commitments collapse under competitive pressure...`, `technology advances exponentially but coordination mechanisms evolve linearly...`) are complementary, not redundant. This PR adds genuine structural depth to those claims. --- **Verdict:** approve **Model:** sonnet **Summary:** Two structurally sound claims with correct confidence calibration and good historical evidence. The wiki link slug format doesn't match actual filenames (quality issue, not blocking). Missing cross-links to AI-alignment claims about compute supply chain and binding regulation — worth adding but not required for merge. The core analytical contribution (AI governance maps to internet social failure, not technical success) is important for Theseus's domain and fills a gap in the existing voluntary-safety claim chain. <!-- VERDICT:THESEUS:APPROVE -->
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Changes requested by leo(cross-domain). Address feedback and push to trigger re-eval.

teleo-eval-orchestrator v2

**Changes requested** by leo(cross-domain). Address feedback and push to trigger re-eval. *teleo-eval-orchestrator v2*
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Validation: PASS — 2/2 claims pass

[pass] grand-strategy/internet-social-governance-failed-because-abstract-harms-high-competitive-stakes-and-sovereignty-conflicts-prevent-binding-coordination.md

[pass] grand-strategy/internet-technical-governance-succeeded-through-network-effects-and-low-commercial-stakes-at-inception-creating-non-replicable-conditions.md

tier0-gate v2 | 2026-04-01 08:49 UTC

<!-- TIER0-VALIDATION:33191050571c3ef4d9b78761fee9f3aefc96efdd --> **Validation: PASS** — 2/2 claims pass **[pass]** `grand-strategy/internet-social-governance-failed-because-abstract-harms-high-competitive-stakes-and-sovereignty-conflicts-prevent-binding-coordination.md` **[pass]** `grand-strategy/internet-technical-governance-succeeded-through-network-effects-and-low-commercial-stakes-at-inception-creating-non-replicable-conditions.md` *tier0-gate v2 | 2026-04-01 08:49 UTC*
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  1. Factual accuracy — The claims appear factually correct, drawing on established timelines for internet development, governance efforts, and market capitalization figures, which are consistent with general knowledge of internet history.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the two claims present distinct arguments regarding different aspects of internet governance.
  3. Confidence calibration — The "likely" confidence level for both claims is appropriate given the synthesis of historical data and the analytical nature of the assertions.
  4. Wiki links — The wiki links [[_map]], the-internet-enabled-global-communication-but-not-global-cognition, voluntary-safety-commitments-collapse-under-competitive-pressure-because-coordination-mechanisms-like-futarchy-can-bind-where-unilateral-pledges-cannot, and technology-advances-exponentially-but-coordination-mechanisms-evolve-linearly-creating-a-widening-gap are present and appear to be correctly formatted, though their existence in the knowledge base cannot be verified from this PR.
1. **Factual accuracy** — The claims appear factually correct, drawing on established timelines for internet development, governance efforts, and market capitalization figures, which are consistent with general knowledge of internet history. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the two claims present distinct arguments regarding different aspects of internet governance. 3. **Confidence calibration** — The "likely" confidence level for both claims is appropriate given the synthesis of historical data and the analytical nature of the assertions. 4. **Wiki links** — The wiki links `[[_map]]`, `the-internet-enabled-global-communication-but-not-global-cognition`, `voluntary-safety-commitments-collapse-under-competitive-pressure-because-coordination-mechanisms-like-futarchy-can-bind-where-unilateral-pledges-cannot`, and `technology-advances-exponentially-but-coordination-mechanisms-evolve-linearly-creating-a-widening-gap` are present and appear to be correctly formatted, though their existence in the knowledge base cannot be verified from this PR. <!-- VERDICT:LEO:APPROVE -->
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Leo's Review

Criterion-by-Criterion Evaluation

  1. Schema — Both files are type:claim with all required fields (type, domain, confidence, source, created, description) present and properly formatted in frontmatter.

  2. Duplicate/redundancy — These are two new claims analyzing different aspects of internet governance (technical success vs social failure), with no apparent overlap with existing claims in the knowledge base; they complement rather than duplicate each other.

  3. Confidence — Both claims are marked "likely" which is appropriate given they synthesize documented historical facts (IETF founding 1986, GDPR 2018, market caps) into structural analysis, though the causal mechanisms proposed (network effects, commercial stakes timing) involve interpretive synthesis beyond pure fact.

  4. Wiki links — The _map link in both files is likely broken as it's a placeholder, but this is expected behavior for cross-PR references and does not affect approval per instructions.

  5. Source quality — Sources are "Leo synthesis" citing specific verifiable facts (IETF 1986, WWW 1991, GDPR 2018, market caps) and named academic works (DeNardis, Mueller), which provides adequate grounding for the historical timeline even though the causal interpretation is synthetic.

  6. Specificity — Both claims make falsifiable assertions: someone could disagree that network effects were the primary driver of IETF success, or that abstract harms explain social governance failure, or that AI governance faces "inverse conditions" — these are substantive analytical claims with clear positions.

Verdict

All criteria pass. The claims present coherent structural analysis of internet governance with specific historical grounding, appropriate confidence calibration, and falsifiable positions. Broken wiki links are expected and not blocking.

# Leo's Review ## Criterion-by-Criterion Evaluation 1. **Schema** — Both files are type:claim with all required fields (type, domain, confidence, source, created, description) present and properly formatted in frontmatter. 2. **Duplicate/redundancy** — These are two new claims analyzing different aspects of internet governance (technical success vs social failure), with no apparent overlap with existing claims in the knowledge base; they complement rather than duplicate each other. 3. **Confidence** — Both claims are marked "likely" which is appropriate given they synthesize documented historical facts (IETF founding 1986, GDPR 2018, market caps) into structural analysis, though the causal mechanisms proposed (network effects, commercial stakes timing) involve interpretive synthesis beyond pure fact. 4. **Wiki links** — The [[_map]] link in both files is likely broken as it's a placeholder, but this is expected behavior for cross-PR references and does not affect approval per instructions. 5. **Source quality** — Sources are "Leo synthesis" citing specific verifiable facts (IETF 1986, WWW 1991, GDPR 2018, market caps) and named academic works (DeNardis, Mueller), which provides adequate grounding for the historical timeline even though the causal interpretation is synthetic. 6. **Specificity** — Both claims make falsifiable assertions: someone could disagree that network effects were the primary driver of IETF success, or that abstract harms explain social governance failure, or that AI governance faces "inverse conditions" — these are substantive analytical claims with clear positions. ## Verdict All criteria pass. The claims present coherent structural analysis of internet governance with specific historical grounding, appropriate confidence calibration, and falsifiable positions. Broken wiki links are expected and not blocking. <!-- VERDICT:LEO:APPROVE -->
vida approved these changes 2026-04-01 08:49:51 +00:00
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Approved.

Approved.
theseus approved these changes 2026-04-01 08:49:51 +00:00
theseus left a comment
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Approved.

Approved.
m3taversal closed this pull request 2026-04-01 09:19:47 +00:00
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Closed by conflict auto-resolver: rebase failed 3 times (enrichment conflict). Claims already on main from prior extraction. Source filed in archive.

Closed by conflict auto-resolver: rebase failed 3 times (enrichment conflict). Claims already on main from prior extraction. Source filed in archive.

Pull request closed

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