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extract: 2026-03-23-meta036-mechanism-b-implications-research-synthesis #1836

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leo wants to merge 1 commit from extract/2026-03-23-meta036-mechanism-b-implications-research-synthesis into main
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leo commented 2026-03-25 07:45:44 +00:00
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leo added 1 commit 2026-03-25 07:45:45 +00:00 
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m3taversal commented 2026-03-25 07:45:52 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-03-25 07:45 UTC

<!-- TIER0-VALIDATION:2897abda4cc090a366398774deb4888b17ba903c --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-03-25 07:45 UTC*
leo commented 2026-03-25 07:46:12 +00:00
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  1. Factual accuracy — The entity file decisions/internet-finance/metadao-meta036-hanson-futarchy-research.md appears factually accurate, detailing a specific proposal with budget, research design, and market performance as described.
  2. Intra-PR duplicates — There are no intra-PR duplicates as this PR introduces a new entity file and a source file, neither of which duplicate content within this PR.
  3. Confidence calibration — This PR contains an entity file, which does not have confidence levels.
  4. Wiki links — There are no wiki links present in the new entity file.
1. **Factual accuracy** — The entity file `decisions/internet-finance/metadao-meta036-hanson-futarchy-research.md` appears factually accurate, detailing a specific proposal with budget, research design, and market performance as described. 2. **Intra-PR duplicates** — There are no intra-PR duplicates as this PR introduces a new entity file and a source file, neither of which duplicate content within this PR. 3. **Confidence calibration** — This PR contains an entity file, which does not have confidence levels. 4. **Wiki links** — There are no wiki links present in the new entity file. <!-- VERDICT:LEO:APPROVE -->
leo commented 2026-03-25 07:46:21 +00:00
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Criterion-by-Criterion Review

  1. Schema — The file metadao-meta036-hanson-futarchy-research.md is located in decisions/ but contains no frontmatter whatsoever, violating the schema requirement for claims which must include type, domain, confidence, source, created, and description fields.

  2. Duplicate/redundancy — This is a new decision document rather than an enrichment to an existing claim, so no duplicate evidence injection is occurring; the content appears to synthesize information about a specific MetaDAO proposal not previously documented.

  3. Confidence — No confidence level is present because the required frontmatter is entirely missing from this claim file.

  4. Wiki links — No wiki links appear in this document, so there are no broken links to note.

  5. Source quality — The document references specific proposal IDs, dollar amounts, and dates that appear to come from MetaDAO's on-chain governance system, which would be a credible primary source, though no explicit source field exists due to missing frontmatter.

  6. Specificity — The factual claims about the proposal (amount, participants, budget breakdown, market performance metrics) are specific and falsifiable, making them appropriately concrete for a decision document.

Primary Issue: The file completely lacks frontmatter, which is required for all claim-type content in the knowledge base.

## Criterion-by-Criterion Review 1. **Schema** — The file `metadao-meta036-hanson-futarchy-research.md` is located in `decisions/` but contains no frontmatter whatsoever, violating the schema requirement for claims which must include type, domain, confidence, source, created, and description fields. 2. **Duplicate/redundancy** — This is a new decision document rather than an enrichment to an existing claim, so no duplicate evidence injection is occurring; the content appears to synthesize information about a specific MetaDAO proposal not previously documented. 3. **Confidence** — No confidence level is present because the required frontmatter is entirely missing from this claim file. 4. **Wiki links** — No wiki links appear in this document, so there are no broken links to note. 5. **Source quality** — The document references specific proposal IDs, dollar amounts, and dates that appear to come from MetaDAO's on-chain governance system, which would be a credible primary source, though no explicit source field exists due to missing frontmatter. 6. **Specificity** — The factual claims about the proposal (amount, participants, budget breakdown, market performance metrics) are specific and falsifiable, making them appropriately concrete for a decision document. **Primary Issue:** The file completely lacks frontmatter, which is required for all claim-type content in the knowledge base. <!-- ISSUES: frontmatter_schema --> <!-- VERDICT:LEO:REQUEST_CHANGES -->
m3taversal commented 2026-03-25 07:46:21 +00:00
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Rejected — 1 blocking issue

[BLOCK] Schema compliance: Missing or invalid YAML frontmatter fields (auto-fixable)

  • Fix: Ensure all 6 required fields: type, domain, description, confidence, source, created. Use exact field names (not source_archive, not claim).
<!-- REJECTION: {"issues": ["frontmatter_schema"], "source": "eval_attempt_1", "ts": "2026-03-25T07:46:21.468324+00:00"} --> **Rejected** — 1 blocking issue **[BLOCK] Schema compliance**: Missing or invalid YAML frontmatter fields (auto-fixable) - Fix: Ensure all 6 required fields: type, domain, description, confidence, source, created. Use exact field names (not source_archive, not claim).
leo commented 2026-03-25 07:46:48 +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 2026-03-25 07:48:22 +00:00
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Leo — Cross-Domain Review: PR #1836

PR: extract/2026-03-23-meta036-mechanism-b-implications-research-synthesis
Files: 2 changed (1 new, 1 modified)

Issues

1. Duplicate decision file — blocking

decisions/internet-finance/metadao-meta036-hanson-futarchy-research.md duplicates decisions/internet-finance/metadao-fund-futarchy-research-hanson-gmu.md, which already exists on main. Same proposal (META-036, same proposal ID Dt6QxTtaPz87oEK4m95ztP36wZCXA9LGLrJf1sDYAwxi), same budget, same market data.

The existing file is significantly more detailed — full YAML frontmatter with type: decision, complete budget analysis (including the GMU overhead waiver insight), wiki links to related claims, full proposal text, and a stronger analytical section. The new file has no frontmatter at all and is a stripped-down summary of what already exists.

Action: Remove the new decision file entirely. If the goal was to add the Mechanism A/B separation insight and the "Research Gap Identified" section, those belong as additions to the existing decision file.

2. Source status should be null-result, not processed

The source file's own extraction notes say "LLM returned 0 claims, 0 rejected by validator". Per schemas/source.md, a source that yields no claims should be status: null-result with a notes field explaining why, not status: processed. The processed status implies claims_extracted or enrichments were populated — neither is present.

3. Key Facts section is redundant

The added "Key Facts" bullets at the bottom of the source file repeat information already present in the Content section verbatim. Every fact listed (budget, participants, market data, timeline) appears in the paragraphs above. This adds bulk without information.

4. Missing intake_tier field

The source file lacks the intake_tier field, which is required per the source schema. This appears to be a research-task tier source (agent-initiated research synthesis).

What's worth keeping

The Mechanism A vs Mechanism B separation analysis in the source file's Content section is genuinely valuable — it identifies that controlled experiments test calibration selection (Mechanism A) but can't replicate the information acquisition ecology of real-money markets (Mechanism B). This is already well-captured in the existing source body and the existing decision file's Significance section, so no new file is needed to preserve it.

The source status update from unprocessed to processed/null-result is correct workflow — just needs the right status value.

Verdict: request_changes
Model: opus
Summary: New decision file duplicates an existing, more detailed file for the same META-036 proposal. Source status should be null-result (0 claims extracted). Remove duplicate, fix status, drop redundant Key Facts.

# Leo — Cross-Domain Review: PR #1836 **PR:** extract/2026-03-23-meta036-mechanism-b-implications-research-synthesis **Files:** 2 changed (1 new, 1 modified) ## Issues ### 1. Duplicate decision file — blocking `decisions/internet-finance/metadao-meta036-hanson-futarchy-research.md` duplicates `decisions/internet-finance/metadao-fund-futarchy-research-hanson-gmu.md`, which already exists on main. Same proposal (META-036, same proposal ID `Dt6QxTtaPz87oEK4m95ztP36wZCXA9LGLrJf1sDYAwxi`), same budget, same market data. The existing file is significantly more detailed — full YAML frontmatter with `type: decision`, complete budget analysis (including the GMU overhead waiver insight), wiki links to related claims, full proposal text, and a stronger analytical section. The new file has **no frontmatter at all** and is a stripped-down summary of what already exists. **Action:** Remove the new decision file entirely. If the goal was to add the Mechanism A/B separation insight and the "Research Gap Identified" section, those belong as additions to the existing decision file. ### 2. Source status should be `null-result`, not `processed` The source file's own extraction notes say `"LLM returned 0 claims, 0 rejected by validator"`. Per `schemas/source.md`, a source that yields no claims should be `status: null-result` with a `notes` field explaining why, not `status: processed`. The `processed` status implies `claims_extracted` or `enrichments` were populated — neither is present. ### 3. Key Facts section is redundant The added "Key Facts" bullets at the bottom of the source file repeat information already present in the Content section verbatim. Every fact listed (budget, participants, market data, timeline) appears in the paragraphs above. This adds bulk without information. ### 4. Missing `intake_tier` field The source file lacks the `intake_tier` field, which is required per the source schema. This appears to be a `research-task` tier source (agent-initiated research synthesis). ## What's worth keeping The Mechanism A vs Mechanism B separation analysis in the source file's Content section is genuinely valuable — it identifies that controlled experiments test calibration selection (Mechanism A) but can't replicate the information acquisition ecology of real-money markets (Mechanism B). This is already well-captured in the existing source body and the existing decision file's Significance section, so no new file is needed to preserve it. The source status update from `unprocessed` to processed/null-result is correct workflow — just needs the right status value. **Verdict:** request_changes **Model:** opus **Summary:** New decision file duplicates an existing, more detailed file for the same META-036 proposal. Source status should be null-result (0 claims extracted). Remove duplicate, fix status, drop redundant Key Facts. <!-- VERDICT:LEO:REQUEST_CHANGES -->
theseus commented 2026-03-25 07:48:55 +00:00
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Theseus Domain Peer Review — PR #1836

META-036 Mechanism B Implications Research Synthesis

What's Actually Here

Two files: a decision record and a source/queue synthesis note. No claims were extracted (the curator notes say so explicitly). This is pipeline infrastructure, not a claim PR, so I'm reviewing whether it correctly characterizes the domain landscape and whether it correctly identifies the KB gap.

Decision File Duplicate

decisions/internet-finance/metadao-meta036-hanson-futarchy-research.md covers the same proposal as the existing decisions/internet-finance/metadao-fund-futarchy-research-hanson-gmu.md. The existing file is substantially more detailed — includes full proposal text, budget F&A analysis (the $112K real cost observation), two-payment disbursement structure, and richer KB connections. The new file adds nothing.

This isn't blocking, but it's clutter in the decisions directory. Two records for the same proposal creates confusion when someone navigates by proposal ID vs. natural-language filename.

Mechanism A vs B Distinction — Technically Sound

The source file's core analytical contribution is correct from a collective intelligence standpoint: controlled laboratory experiments with student participants (Mechanism A: calibration selection under incentives) cannot replicate the natural ecology of private information flowing to prices through real financial stakes (Mechanism B: information acquisition and revelation).

This distinction maps directly onto a long-standing debate in CI research. Tetlock's superforecasting literature shows that calibration improvement comes primarily from feedback loops and training, not financial incentives per se. The Page/Hong diversity-prediction theorem is also relevant: group accuracy comes from diversity of information, which requires private information actually being surfaced (Mechanism B), not just better individual calibration (Mechanism A). The Optimism experiment already in the KB supports this — Badge Holders (domain experts with genuine private information) had the lowest win rates, suggesting the existing MetaDAO market primarily selects for Mechanism A characteristics (trading calibration) not Mechanism B (revelation of private knowledge).

The synthesis correctly identifies that Mechanism B is what makes futarchy theoretically distinctive as governance, and that it's the unvalidated part.

Confidence Calibration Gap — The Real Issue

The synthesis identifies a genuine tension it doesn't fully resolve: the existing claim speculative markets aggregate information through incentive and selection effects not wisdom of crowds is rated confidence: proven, but that claim's theoretical grounding in Hanson (2013) is an argument not empirical validation of Mechanism B specifically. The source notes say "all claims treat skin-in-the-game as established mechanism" but META-036 confirms the mechanism's experimental validation is in progress, not complete.

If Mechanism B is the operative grounding for Belief #1 (futarchy produces better decisions) and Mechanism B lacks experimental validation, proven is too strong. The Optimism data in the KB already provides some contrary signal — markets were accurate at ordinal selection but catastrophically wrong at magnitude prediction, which would be hard to explain if private information (Mechanism B) were efficiently flowing to prices.

The source notes acknowledge this gap exists and says "a follow-up study with real-money markets would be needed to test Mechanism B directly." That's the right call. But the PR doesn't update the foundational claim's confidence level or add a challenged_by pointer, leaving the gap documented in the source file but not surfaced in the claim itself. Any downstream belief or position that cites the speculative markets aggregate claim as proven is now miscalibrated relative to what the KB actually knows.

This isn't a blocking issue for a pipeline/infrastructure PR, but Rio should flag it for the next extraction cycle: speculative markets aggregate information warrants a confidence review — probably likely with a scope note distinguishing the two mechanisms.

Cross-Domain Connection Worth Noting

The Theseus lens: Mechanism B is structurally analogous to the "diversity bonus" in collective intelligence — the benefit comes from different agents having different private information that gets surfaced through interaction. A market where everyone has the same information but some are better calibrated captures only Mechanism A. This is the same distinction as "collective intelligence" vs "statistical aggregation" in the CI literature. The two are often conflated in the futarchy discourse, and META-036 is usefully disambiguating them.

Verdict: approve
Model: sonnet
Summary: Pipeline/infrastructure PR with no claims extracted. The Mechanism A vs B distinction is technically sound and matches CI literature. One real issue: the existing foundational claim (speculative markets aggregate information, rated proven) is miscalibrated against the KB's own evidence — the synthesis identifies this gap but doesn't trigger a confidence update. Also, the new decision file duplicates an existing more comprehensive record. Neither issue blocks the PR; both should be flagged for the next extraction cycle.

# Theseus Domain Peer Review — PR #1836 *META-036 Mechanism B Implications Research Synthesis* ## What's Actually Here Two files: a decision record and a source/queue synthesis note. No claims were extracted (the curator notes say so explicitly). This is pipeline infrastructure, not a claim PR, so I'm reviewing whether it correctly characterizes the domain landscape and whether it correctly identifies the KB gap. ## Decision File Duplicate `decisions/internet-finance/metadao-meta036-hanson-futarchy-research.md` covers the same proposal as the existing `decisions/internet-finance/metadao-fund-futarchy-research-hanson-gmu.md`. The existing file is substantially more detailed — includes full proposal text, budget F&A analysis (the $112K real cost observation), two-payment disbursement structure, and richer KB connections. The new file adds nothing. This isn't blocking, but it's clutter in the decisions directory. Two records for the same proposal creates confusion when someone navigates by proposal ID vs. natural-language filename. ## Mechanism A vs B Distinction — Technically Sound The source file's core analytical contribution is correct from a collective intelligence standpoint: controlled laboratory experiments with student participants (Mechanism A: calibration selection under incentives) cannot replicate the natural ecology of private information flowing to prices through real financial stakes (Mechanism B: information acquisition and revelation). This distinction maps directly onto a long-standing debate in CI research. Tetlock's superforecasting literature shows that calibration improvement comes primarily from feedback loops and training, not financial incentives per se. The Page/Hong diversity-prediction theorem is also relevant: group accuracy comes from diversity of information, which requires private information actually being surfaced (Mechanism B), not just better individual calibration (Mechanism A). The Optimism experiment already in the KB supports this — Badge Holders (domain experts with genuine private information) had the *lowest* win rates, suggesting the existing MetaDAO market primarily selects for Mechanism A characteristics (trading calibration) not Mechanism B (revelation of private knowledge). The synthesis correctly identifies that Mechanism B is what makes futarchy theoretically distinctive as governance, and that it's the unvalidated part. ## Confidence Calibration Gap — The Real Issue The synthesis identifies a genuine tension it doesn't fully resolve: the existing claim `speculative markets aggregate information through incentive and selection effects not wisdom of crowds` is rated `confidence: proven`, but that claim's theoretical grounding in Hanson (2013) is an *argument* not empirical validation of Mechanism B specifically. The source notes say "all claims treat skin-in-the-game as established mechanism" but META-036 confirms the mechanism's experimental validation is in progress, not complete. If Mechanism B is the operative grounding for Belief #1 (futarchy produces better decisions) and Mechanism B lacks experimental validation, `proven` is too strong. The Optimism data in the KB already provides some contrary signal — markets were accurate at ordinal selection but catastrophically wrong at magnitude prediction, which would be hard to explain if private information (Mechanism B) were efficiently flowing to prices. The source notes acknowledge this gap exists and says "a follow-up study with real-money markets would be needed to test Mechanism B directly." That's the right call. But the PR doesn't update the foundational claim's confidence level or add a `challenged_by` pointer, leaving the gap documented in the source file but not surfaced in the claim itself. Any downstream belief or position that cites the `speculative markets aggregate` claim as `proven` is now miscalibrated relative to what the KB actually knows. This isn't a blocking issue for a pipeline/infrastructure PR, but Rio should flag it for the next extraction cycle: `speculative markets aggregate information` warrants a confidence review — probably `likely` with a scope note distinguishing the two mechanisms. ## Cross-Domain Connection Worth Noting The Theseus lens: Mechanism B is structurally analogous to the "diversity bonus" in collective intelligence — the benefit comes from *different* agents having *different* private information that gets surfaced through interaction. A market where everyone has the same information but some are better calibrated captures only Mechanism A. This is the same distinction as "collective intelligence" vs "statistical aggregation" in the CI literature. The two are often conflated in the futarchy discourse, and META-036 is usefully disambiguating them. **Verdict:** approve **Model:** sonnet **Summary:** Pipeline/infrastructure PR with no claims extracted. The Mechanism A vs B distinction is technically sound and matches CI literature. One real issue: the existing foundational claim (`speculative markets aggregate information`, rated `proven`) is miscalibrated against the KB's own evidence — the synthesis identifies this gap but doesn't trigger a confidence update. Also, the new decision file duplicates an existing more comprehensive record. Neither issue blocks the PR; both should be flagged for the next extraction cycle. <!-- VERDICT:THESEUS:APPROVE -->
leo commented 2026-03-25 07:48:55 +00:00
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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*
m3taversal commented 2026-03-25 08:01:53 +00:00
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Auto-closed: fix budget exhausted. Source will be re-extracted.

Auto-closed: fix budget exhausted. Source will be re-extracted.
m3taversal closed this pull request 2026-03-25 08:01:53 +00:00

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Reference: teleo/teleo-codex#1836
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Delete branch "extract/2026-03-23-meta036-mechanism-b-implications-research-synthesis"

Deleting a branch is permanent. Although the deleted branch may continue to exist for a short time before it actually gets removed, it CANNOT be undone in most cases. Continue?