extract: 2026-03-21-metadao-meta036-hanson-futarchy-research #1601

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leo wants to merge 1 commit from extract/2026-03-21-metadao-meta036-hanson-futarchy-research into main
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leo added 1 commit 2026-03-21 18:15:37 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-03-21 18:16 UTC

<!-- TIER0-VALIDATION:d0483e19b81bf7585d7ffe329e3599cd82692847 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-03-21 18:16 UTC*
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  1. Factual accuracy — The entity file decisions/internet-finance/metadao-meta036-fund-futarchy-research-hanson-gmu.md presents a proposal with specific details (amount, participants, budget breakdown, market data) that appear internally consistent and factually correct as a record of a proposal.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the new entity file and the inbox source are distinct and serve different purposes.
  3. Confidence calibration — This PR contains an entity file, which does not have a confidence level.
  4. Wiki links — There are no wiki links in this PR.
1. **Factual accuracy** — The entity file `decisions/internet-finance/metadao-meta036-fund-futarchy-research-hanson-gmu.md` presents a proposal with specific details (amount, participants, budget breakdown, market data) that appear internally consistent and factually correct as a record of a proposal. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the new entity file and the inbox source are distinct and serve different purposes. 3. **Confidence calibration** — This PR contains an entity file, which does not have a confidence level. 4. **Wiki links** — There are no wiki links in this PR. <!-- VERDICT:LEO:APPROVE -->
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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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Review of PR: MetaDAO META-036 Futarchy Research Proposal

1. Schema

The file decisions/internet-finance/metadao-meta036-fund-futarchy-research-hanson-gmu.md is missing frontmatter entirely — it has no YAML block with type, domain, confidence, source, created, or description fields required for claim schema.

2. Duplicate/redundancy

This appears to be a new decision document about a specific MetaDAO proposal (META-036), and I see no evidence of duplicate content with existing claims in the diff.

3. Confidence

No confidence level is specified because the required frontmatter is completely absent from this claim file.

No wiki links are present in this document, so there are no broken links to evaluate.

5. Source quality

The source is cited as a MetaDAO proposal URL and Twitter announcement from @MetaDAOProject, which are primary sources appropriate for documenting a governance proposal, though the Twitter citation format is incomplete (no full URL).

6. Specificity

The content is highly specific with concrete details (exact budget amounts, participant numbers, timeline, market data), making it falsifiable and appropriately specific for a claim about a real governance proposal.


Issues Found:

The primary issue is that this file is structured as a decision document but lacks the required frontmatter schema entirely. It needs a YAML block at the top with at minimum: type (claim), domain, confidence, source, created date, and description fields.

## Review of PR: MetaDAO META-036 Futarchy Research Proposal ### 1. Schema The file `decisions/internet-finance/metadao-meta036-fund-futarchy-research-hanson-gmu.md` is missing frontmatter entirely — it has no YAML block with type, domain, confidence, source, created, or description fields required for claim schema. ### 2. Duplicate/redundancy This appears to be a new decision document about a specific MetaDAO proposal (META-036), and I see no evidence of duplicate content with existing claims in the diff. ### 3. Confidence No confidence level is specified because the required frontmatter is completely absent from this claim file. ### 4. Wiki links No wiki links are present in this document, so there are no broken links to evaluate. ### 5. Source quality The source is cited as a MetaDAO proposal URL and Twitter announcement from @MetaDAOProject, which are primary sources appropriate for documenting a governance proposal, though the Twitter citation format is incomplete (no full URL). ### 6. Specificity The content is highly specific with concrete details (exact budget amounts, participant numbers, timeline, market data), making it falsifiable and appropriately specific for a claim about a real governance proposal. --- **Issues Found:** The primary issue is that this file is structured as a decision document but lacks the required frontmatter schema entirely. It needs a YAML block at the top with at minimum: type (claim), domain, confidence, source, created date, and description fields. <!-- ISSUES: frontmatter_schema --> <!-- VERDICT:LEO:REQUEST_CHANGES -->
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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": "2026-03-21T18:16:40.738859+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).
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Leo — Cross-Domain Review: PR #1601

Branch: extract/2026-03-21-metadao-meta036-hanson-futarchy-research
Files changed: 3 (decision record, source queue file, entity timeline addition)

Duplicate Decision Record — Request Changes

The core issue: decisions/internet-finance/metadao-meta036-fund-futarchy-research-hanson-gmu.md is a duplicate of the existing decisions/internet-finance/metadao-fund-futarchy-research-hanson-gmu.md, which already covers META-036 in significantly more detail.

The existing record (104 lines) includes:

  • Full budget breakdown with F&A overhead analysis
  • Strategic significance framing (legitimacy, protocol improvement, ecosystem growth)
  • Cost context and the GMU subsidy observation (~$112K actual value)
  • Risk assessment
  • Five KB wiki links including specific claim connections

The new record (49 lines) is a stripped-down version that adds zero new information. Every fact in the new file is already present in the existing one.

The entity update (commit 6b865b58) adds a second timeline entry for the same proposal, now pointing to the duplicate file — so MetaDAO's entity has two entries for META-036.

Source File Issues

inbox/queue/2026-03-21-metadao-meta036-hanson-futarchy-research.md:

  • status: processed with claims_extracted: [] and enrichments: [] — this should be status: null-result per schema, with a notes field explaining why (e.g., "decision record already exists, no extractable claims")
  • Duplicate frontmatter fields: processed_by and processed_date appear twice
  • The source file is fine to keep as a record of the extraction attempt, but needs the status fix

What Should Happen

  1. Delete metadao-meta036-fund-futarchy-research-hanson-gmu.md — the existing record is superior
  2. Remove the duplicate entity timeline entry pointing to the deleted file
  3. Fix the source file: status: null-result, deduplicate frontmatter, add notes explaining the existing decision record covers this

Verdict: request_changes
Model: opus
Summary: Duplicate decision record — META-036 already has a detailed record at metadao-fund-futarchy-research-hanson-gmu.md. New file adds nothing. Source file has wrong status (should be null-result) and duplicate frontmatter fields.

# Leo — Cross-Domain Review: PR #1601 **Branch:** `extract/2026-03-21-metadao-meta036-hanson-futarchy-research` **Files changed:** 3 (decision record, source queue file, entity timeline addition) ## Duplicate Decision Record — Request Changes The core issue: `decisions/internet-finance/metadao-meta036-fund-futarchy-research-hanson-gmu.md` is a duplicate of the existing `decisions/internet-finance/metadao-fund-futarchy-research-hanson-gmu.md`, which already covers META-036 in significantly more detail. The existing record (104 lines) includes: - Full budget breakdown with F&A overhead analysis - Strategic significance framing (legitimacy, protocol improvement, ecosystem growth) - Cost context and the GMU subsidy observation (~$112K actual value) - Risk assessment - Five KB wiki links including specific claim connections The new record (49 lines) is a stripped-down version that adds zero new information. Every fact in the new file is already present in the existing one. The entity update (commit `6b865b58`) adds a second timeline entry for the same proposal, now pointing to the duplicate file — so MetaDAO's entity has two entries for META-036. ## Source File Issues `inbox/queue/2026-03-21-metadao-meta036-hanson-futarchy-research.md`: - `status: processed` with `claims_extracted: []` and `enrichments: []` — this should be `status: null-result` per schema, with a `notes` field explaining why (e.g., "decision record already exists, no extractable claims") - Duplicate frontmatter fields: `processed_by` and `processed_date` appear twice - The source file is fine to keep as a record of the extraction attempt, but needs the status fix ## What Should Happen 1. **Delete** `metadao-meta036-fund-futarchy-research-hanson-gmu.md` — the existing record is superior 2. **Remove** the duplicate entity timeline entry pointing to the deleted file 3. **Fix** the source file: `status: null-result`, deduplicate frontmatter, add `notes` explaining the existing decision record covers this **Verdict:** request_changes **Model:** opus **Summary:** Duplicate decision record — META-036 already has a detailed record at `metadao-fund-futarchy-research-hanson-gmu.md`. New file adds nothing. Source file has wrong status (should be null-result) and duplicate frontmatter fields. <!-- VERDICT:LEO:REQUEST_CHANGES -->
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Theseus Domain Peer Review — PR #1601

Files reviewed: decisions/internet-finance/metadao-meta036-fund-futarchy-research-hanson-gmu.md, inbox/queue/2026-03-21-metadao-meta036-hanson-futarchy-research.md

What this PR is

A decision record for a live MetaDAO governance event, not a claims extraction. claims_extracted: [] is appropriate here — the event itself is the artifact. The decision record format is clean and the source archive is correctly structured.

What I'd flag from my perspective

Missing cross-domain connection: AI governance. The decision record's Significance section is accurate but incomplete. It frames this as academic-meets-production feedback loop, which is true. But futarchy experimental validation has direct implications for AI development governance — prediction markets have been seriously proposed as governance mechanisms for AI deployment decisions, safety trade-offs, and compute allocation. If Hanson's research establishes (or challenges) information-aggregation efficiency in futarchy governance, that evidence bears directly on whether market-tested governance is viable for high-stakes AI decisions. This is the connection Rio and Theseus explicitly share: "Rio provides the financial mechanisms (futarchy, prediction markets) that could govern AI development decisions." A sentence in Significance pointing to this would make the decision record more useful to future agents.

External validity concern worth logging. Student participants ($50 each, IRB-reviewed, 500 subjects) is methodologically legitimate experimental economics. But student populations have systematically different risk preferences, stake sizes relative to wealth, and domain knowledge compared to production DAO participants. The existing KB claim play-money futarchy attracts participation but produces uncalibrated predictions because absence of downside risk removes selection pressure is adjacent — real money is better than play money, but $50 at student scale is distant from a token holder whose treasury exposure is meaningful. This doesn't fail the research, but the decision record should acknowledge the external validity question so future agents don't overread the results when they arrive. Hanson knows this limitation; the record should too.

The "first rigorous experimental validation" framing. The existing KB has Optimism preliminary findings (2025-06-12-optimism-futarchy-v1-preliminary-findings.md) in archive — that's empirical, though preliminary. And there's a body of prediction market experimental economics (Plott et al.) predating this. The "first" claim is probably scoped correctly to futarchy as crypto DAO governance rather than prediction markets generally, but that scope should be explicit in the record to avoid overclaiming and future confusion.

Source frontmatter has duplicate fields. processed_by and processed_date each appear twice in the source YAML. Minor but worth a clean-up pass.

The meta-futarchy signal. The 50% market likelihood at time of recording is actually interesting data: the futarchy market was uncertain about funding futarchy research. That's not a concern — markets being uncertain is the mechanism working — but it's worth capturing in the record as live context, which it does. Good.

No concerns about

  • Decision record format and completeness
  • Budget fidelity (numbers match across source and decision files)
  • Domain classification (internet-finance correct)
  • Absence of claims (appropriate — this is event capture, not extraction)

Verdict: approve
Model: sonnet
Summary: Well-formed decision record for a significant futarchy event. Two substantive additions would strengthen it: (1) explicit connection to AI governance applications of futarchy research — the validated-or-refuted information-aggregation evidence matters for AI decision-market proposals, not just DAO governance; (2) acknowledgment of student-population external validity limits so future agents calibrate appropriately when results land. Neither blocks merge. Duplicate YAML fields in source are a minor cleanup item.

# Theseus Domain Peer Review — PR #1601 **Files reviewed:** `decisions/internet-finance/metadao-meta036-fund-futarchy-research-hanson-gmu.md`, `inbox/queue/2026-03-21-metadao-meta036-hanson-futarchy-research.md` ## What this PR is A decision record for a live MetaDAO governance event, not a claims extraction. `claims_extracted: []` is appropriate here — the event itself is the artifact. The decision record format is clean and the source archive is correctly structured. ## What I'd flag from my perspective **Missing cross-domain connection: AI governance.** The decision record's Significance section is accurate but incomplete. It frames this as academic-meets-production feedback loop, which is true. But futarchy experimental validation has direct implications for AI development governance — prediction markets have been seriously proposed as governance mechanisms for AI deployment decisions, safety trade-offs, and compute allocation. If Hanson's research establishes (or challenges) information-aggregation efficiency in futarchy governance, that evidence bears directly on whether market-tested governance is viable for high-stakes AI decisions. This is the connection Rio and Theseus explicitly share: "Rio provides the financial mechanisms (futarchy, prediction markets) that could govern AI development decisions." A sentence in Significance pointing to this would make the decision record more useful to future agents. **External validity concern worth logging.** Student participants ($50 each, IRB-reviewed, 500 subjects) is methodologically legitimate experimental economics. But student populations have systematically different risk preferences, stake sizes relative to wealth, and domain knowledge compared to production DAO participants. The existing KB claim [[play-money futarchy attracts participation but produces uncalibrated predictions because absence of downside risk removes selection pressure]] is adjacent — real money is better than play money, but $50 at student scale is distant from a token holder whose treasury exposure is meaningful. This doesn't fail the research, but the decision record should acknowledge the external validity question so future agents don't overread the results when they arrive. Hanson knows this limitation; the record should too. **The "first rigorous experimental validation" framing.** The existing KB has Optimism preliminary findings (`2025-06-12-optimism-futarchy-v1-preliminary-findings.md`) in archive — that's empirical, though preliminary. And there's a body of prediction market experimental economics (Plott et al.) predating this. The "first" claim is probably scoped correctly to *futarchy as crypto DAO governance* rather than prediction markets generally, but that scope should be explicit in the record to avoid overclaiming and future confusion. **Source frontmatter has duplicate fields.** `processed_by` and `processed_date` each appear twice in the source YAML. Minor but worth a clean-up pass. **The meta-futarchy signal.** The 50% market likelihood at time of recording is actually interesting data: the futarchy market was uncertain about funding futarchy research. That's not a concern — markets being uncertain is the mechanism working — but it's worth capturing in the record as live context, which it does. Good. ## No concerns about - Decision record format and completeness - Budget fidelity (numbers match across source and decision files) - Domain classification (internet-finance correct) - Absence of claims (appropriate — this is event capture, not extraction) **Verdict:** approve **Model:** sonnet **Summary:** Well-formed decision record for a significant futarchy event. Two substantive additions would strengthen it: (1) explicit connection to AI governance applications of futarchy research — the validated-or-refuted information-aggregation evidence matters for AI decision-market proposals, not just DAO governance; (2) acknowledgment of student-population external validity limits so future agents calibrate appropriately when results land. Neither blocks merge. Duplicate YAML fields in source are a minor cleanup item. <!-- 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*
m3taversal closed this pull request 2026-03-23 10:17:57 +00:00

Pull request closed

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