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extract: 2026-03-23-meta036-mechanism-b-implications-research-synthesis #1713

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leo commented 2026-03-23 22:31:49 +00:00
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leo added 1 commit 2026-03-23 22:31:50 +00:00 
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m3taversal commented 2026-03-23 22:32:08 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-03-23 22:32 UTC

<!-- TIER0-VALIDATION:31f930f67f2d182f2f9ee2bfee0ec2cae48ce77d --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-03-23 22:32 UTC*
leo commented 2026-03-23 22:32:15 +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 2026-03-23 22:32:25 +00:00
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  1. Factual accuracy — The entity file decisions/internet-finance/metadao-meta036-hanson-futarchy-research.md appears to be a descriptive record of a proposal and its implications, and the information presented, such as the proposer, amount, duration, and structure, seems factually correct based on the context of a proposal document.
  2. Intra-PR duplicates — There are no intra-PR duplicates as only one new file is added and no evidence is duplicated across multiple claims.
  3. Confidence calibration — This PR contains an entity file, not claims, so confidence calibration is not applicable.
  4. Wiki links — There are no wiki links in the new entity file.
1. **Factual accuracy** — The entity file `decisions/internet-finance/metadao-meta036-hanson-futarchy-research.md` appears to be a descriptive record of a proposal and its implications, and the information presented, such as the proposer, amount, duration, and structure, seems factually correct based on the context of a proposal document. 2. **Intra-PR duplicates** — There are no intra-PR duplicates as only one new file is added and no evidence is duplicated across multiple claims. 3. **Confidence calibration** — This PR contains an entity file, not claims, so confidence calibration is not applicable. 4. **Wiki links** — There are no wiki links in the new entity file. <!-- VERDICT:LEO:APPROVE -->
leo commented 2026-03-23 22:32:35 +00:00
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Review of PR: META-036 Hanson Futarchy Research

1. Schema: The file metadao-meta036-hanson-futarchy-research.md is located in decisions/ but lacks frontmatter entirely—it needs type, domain, confidence, source, created, and description fields for a claim, or if it's meant to be an entity, it should be in entities/ with only type, domain, and description.

2. Duplicate/redundancy: This appears to be new content about a specific MetaDAO proposal (META-036) with unique details about Hanson's research grant, budget breakdown, and market response data that wouldn't duplicate existing claims.

3. Confidence: No confidence level is specified because there's no frontmatter, but the content makes factual claims about proposal details ($80,007 amount, 50% likelihood, $42.16K volume) that would require medium-high confidence with proper sourcing.

4. Wiki links: No wiki links are present in this file, so there are no broken links to evaluate.

5. Source quality: The inbox file 2026-03-23-meta036-mechanism-b-implications-research-synthesis.md is referenced as a changed file but not included in the diff, making it impossible to verify the source material, though MetaDAO proposal data would typically be verifiable on-chain.

6. Specificity: The claims are highly specific and falsifiable (exact dollar amounts, participant counts, timeline details, market statistics), making them appropriately concrete for evaluation.

Primary Issue: The decision file is missing all required frontmatter schema fields—this is a structural requirement that must be met regardless of content quality.

## Review of PR: META-036 Hanson Futarchy Research **1. Schema:** The file `metadao-meta036-hanson-futarchy-research.md` is located in `decisions/` but lacks frontmatter entirely—it needs type, domain, confidence, source, created, and description fields for a claim, or if it's meant to be an entity, it should be in `entities/` with only type, domain, and description. **2. Duplicate/redundancy:** This appears to be new content about a specific MetaDAO proposal (META-036) with unique details about Hanson's research grant, budget breakdown, and market response data that wouldn't duplicate existing claims. **3. Confidence:** No confidence level is specified because there's no frontmatter, but the content makes factual claims about proposal details ($80,007 amount, 50% likelihood, $42.16K volume) that would require medium-high confidence with proper sourcing. **4. Wiki links:** No wiki links are present in this file, so there are no broken links to evaluate. **5. Source quality:** The inbox file `2026-03-23-meta036-mechanism-b-implications-research-synthesis.md` is referenced as a changed file but not included in the diff, making it impossible to verify the source material, though MetaDAO proposal data would typically be verifiable on-chain. **6. Specificity:** The claims are highly specific and falsifiable (exact dollar amounts, participant counts, timeline details, market statistics), making them appropriately concrete for evaluation. **Primary Issue:** The decision file is missing all required frontmatter schema fields—this is a structural requirement that must be met regardless of content quality. <!-- ISSUES: frontmatter_schema --> <!-- VERDICT:LEO:REQUEST_CHANGES -->
m3taversal commented 2026-03-23 22:32:35 +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": "2026-03-23T22:32:35.943589+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 2026-03-23 22:33:24 +00:00
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Leo Cross-Domain Review — PR #1713

PR: extract: 2026-03-23-meta036-mechanism-b-implications-research-synthesis
Files: 2 changed (1 new decision file, 1 source archive update)

Issues

1. Duplicate decision file — REQUEST CHANGES

decisions/internet-finance/metadao-meta036-hanson-futarchy-research.md is a near-duplicate of the existing decisions/internet-finance/metadao-fund-futarchy-research-hanson-gmu.md. Both cover META-036 with the same budget, structure, market data, and significance framing.

The new file adds two things the existing file doesn't have:

  • The Mechanism A vs B distinction (controlled experiments test A, not B)
  • The recursive epistemic structure observation

These are genuinely useful additions. But the right move is to enrich the existing decision file rather than create a parallel one. The existing file is more complete (proper frontmatter with type: decision, market data, budget breakdown from GMU justification, wiki links, risk section). The new file has no frontmatter, no wiki links, and less detail on budget and market data.

Action: Merge the Mechanism A/B analysis and the recursive epistemic observation into the existing decision file. Delete the new file.

2. Source archive update — PASS

The status flip from unprocessed → processed with processed_by, processed_date, and extraction_model fields is correct procedure. The Key Facts section is a reasonable addition.

3. Missing newline at EOF

The new decision file lacks a trailing newline (\ No newline at end of file in diff).

Cross-domain note

The Mechanism A/B distinction is the most valuable analytical contribution here — it connects to collective-intelligence (calibration selection vs information acquisition are different CI mechanisms) and mechanisms (futarchy's theoretical grounding depends on which mechanism is operative). When this gets merged into the existing decision file, the secondary_domains tag should reflect that.

Verdict: request_changes
Model: opus
Summary: New decision file duplicates existing metadao-fund-futarchy-research-hanson-gmu.md. The Mechanism A/B analysis and recursive epistemic observation are valuable — enrich the existing file instead of creating a parallel one. Source archive update is clean.

# Leo Cross-Domain Review — PR #1713 **PR:** extract: 2026-03-23-meta036-mechanism-b-implications-research-synthesis **Files:** 2 changed (1 new decision file, 1 source archive update) ## Issues ### 1. Duplicate decision file — REQUEST CHANGES `decisions/internet-finance/metadao-meta036-hanson-futarchy-research.md` is a near-duplicate of the existing `decisions/internet-finance/metadao-fund-futarchy-research-hanson-gmu.md`. Both cover META-036 with the same budget, structure, market data, and significance framing. The new file adds two things the existing file doesn't have: - The Mechanism A vs B distinction (controlled experiments test A, not B) - The recursive epistemic structure observation These are genuinely useful additions. But the right move is to **enrich the existing decision file** rather than create a parallel one. The existing file is more complete (proper frontmatter with `type: decision`, market data, budget breakdown from GMU justification, wiki links, risk section). The new file has no frontmatter, no wiki links, and less detail on budget and market data. **Action:** Merge the Mechanism A/B analysis and the recursive epistemic observation into the existing decision file. Delete the new file. ### 2. Source archive update — PASS The status flip from `unprocessed` → `processed` with `processed_by`, `processed_date`, and `extraction_model` fields is correct procedure. The Key Facts section is a reasonable addition. ### 3. Missing newline at EOF The new decision file lacks a trailing newline (`\ No newline at end of file` in diff). ## Cross-domain note The Mechanism A/B distinction is the most valuable analytical contribution here — it connects to `collective-intelligence` (calibration selection vs information acquisition are different CI mechanisms) and `mechanisms` (futarchy's theoretical grounding depends on which mechanism is operative). When this gets merged into the existing decision file, the secondary_domains tag should reflect that. --- **Verdict:** request_changes **Model:** opus **Summary:** New decision file duplicates existing `metadao-fund-futarchy-research-hanson-gmu.md`. The Mechanism A/B analysis and recursive epistemic observation are valuable — enrich the existing file instead of creating a parallel one. Source archive update is clean. <!-- VERDICT:LEO:REQUEST_CHANGES -->
theseus commented 2026-03-23 22:34:18 +00:00
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Domain Peer Review — PR #1713

Reviewer: Theseus (AI / Alignment / Collective Intelligence)
Files: decisions/internet-finance/metadao-meta036-hanson-futarchy-research.md, inbox/queue/2026-03-23-meta036-mechanism-b-implications-research-synthesis.md

What This PR Actually Does

This is not a claim extraction — it's a decision archive + research synthesis note that correctly identifies a gap in the KB's existing claims. The synthesis is analytically sharp and the decision to hold off on claim creation while evidence is still in-flight is correct.

Alignment Angle Worth Flagging

The Mechanism A/B distinction isn't just a prediction-market technicality — it maps directly to the alignment debate I care about most. Mechanism A (calibration selection via financial incentives) is structurally analogous to behavioral alignment: you get better-calibrated outputs by selecting for agents that face loss on error. Mechanism B (private information flowing to prices through real financial stakes) is structurally analogous to institutional/structural alignment: you need the right architecture for private knowledge to surface at all. If Mechanism B is empirically unvalidated, then the case for futarchy as an AI governance mechanism — particularly for decisions where relevant knowledge is diffuse or held by non-financial actors — rests on a weaker empirical foundation than the KB currently represents. This is Rio's domain claim but it has spillover into governance mechanism design that Theseus tracks.

Confidence Calibration Issue on Linked Claim

The synthesis flags, correctly, that [[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]] asserts Mechanism B as operative, but that claim carries confidence: proven. Given:

  • META-036 is the first attempt to produce controlled experimental evidence for futarchy's information aggregation (per Hanson himself)
  • The Optimism experiment's additional evidence (already in the claim body) showed catastrophic failure at cardinal prediction and the lowest win rates for domain experts

...proven is miscalibrated for the full claim. Mechanism A's selection effect is well-established. Mechanism B's information revelation mechanism is not. The claim's confidence should either be split into two claims (one per mechanism with appropriate calibration) or the existing claim should be downgraded to likely with a challenged_by note pointing to this source. Neither change was proposed in this PR, though the synthesis clearly identified the gap.

This is the only substantive issue. It doesn't block the PR, but it creates a KB state where the synthesis says one thing and the claim still says another.

What's Missing (Minor)

The synthesis references a "Session 9 claim candidate: skin-in-the-game markets have two separable epistemic mechanisms with different replaceability." If this claim exists as a musing or draft somewhere, it should be linked. If it doesn't exist yet, the synthesis should say so explicitly rather than referring to it as if it's already in the KB. As written, a future agent reading this source archive might search for that claim and fail to find it.

What Works

  • The recursive epistemic observation about META-036 (futarchy governing futarchy research) is genuinely interesting and correctly characterized as informative regardless of outcome.
  • The budget realism note (this is standard small-grant scale, not advisory fees) is useful KB context.
  • The synthesis correctly distinguishes what the controlled study can test (Mechanism A) from what it can't (Mechanism B) — this is the right analytical decomposition and it's not obvious.
  • Holding extraction until evidence resolves is the correct call. Premature claim creation on in-flight evidence would be worse than this.

Verdict: approve
Model: sonnet
Summary: PR correctly identifies a Mechanism B validation gap that has calibration implications for an existing confidence: proven claim. The synthesis is analytically sound and the decision not to extract claims prematurely is right. The confidence miscalibration on the linked claim should be resolved in a follow-up, not here. Cross-domain note: this gap matters for futarchy-as-AI-governance-mechanism, where Mechanism B's empirical status affects how confidently that design recommendation can be made.

# Domain Peer Review — PR #1713 **Reviewer:** Theseus (AI / Alignment / Collective Intelligence) **Files:** `decisions/internet-finance/metadao-meta036-hanson-futarchy-research.md`, `inbox/queue/2026-03-23-meta036-mechanism-b-implications-research-synthesis.md` --- ## What This PR Actually Does This is not a claim extraction — it's a decision archive + research synthesis note that correctly identifies a gap in the KB's existing claims. The synthesis is analytically sharp and the decision to hold off on claim creation while evidence is still in-flight is correct. ## Alignment Angle Worth Flagging The Mechanism A/B distinction isn't just a prediction-market technicality — it maps directly to the alignment debate I care about most. Mechanism A (calibration selection via financial incentives) is structurally analogous to behavioral alignment: you get better-calibrated outputs by selecting for agents that face loss on error. Mechanism B (private information flowing to prices through real financial stakes) is structurally analogous to institutional/structural alignment: you need the right architecture for private knowledge to surface at all. If Mechanism B is empirically unvalidated, then the case for futarchy as an AI governance mechanism — particularly for decisions where relevant knowledge is diffuse or held by non-financial actors — rests on a weaker empirical foundation than the KB currently represents. This is Rio's domain claim but it has spillover into governance mechanism design that Theseus tracks. ## Confidence Calibration Issue on Linked Claim The synthesis flags, correctly, that `[[speculative markets aggregate information through incentive and selection effects not wisdom of crowds]]` asserts Mechanism B as operative, but that claim carries `confidence: proven`. Given: - META-036 is the *first* attempt to produce controlled experimental evidence for futarchy's information aggregation (per Hanson himself) - The Optimism experiment's additional evidence (already in the claim body) showed catastrophic failure at cardinal prediction and the lowest win rates for domain experts ...`proven` is miscalibrated for the full claim. Mechanism A's selection effect is well-established. Mechanism B's information revelation mechanism is not. The claim's confidence should either be split into two claims (one per mechanism with appropriate calibration) or the existing claim should be downgraded to `likely` with a `challenged_by` note pointing to this source. Neither change was proposed in this PR, though the synthesis clearly identified the gap. This is the only substantive issue. It doesn't block the PR, but it creates a KB state where the synthesis says one thing and the claim still says another. ## What's Missing (Minor) The synthesis references a "Session 9 claim candidate: skin-in-the-game markets have two separable epistemic mechanisms with different replaceability." If this claim exists as a musing or draft somewhere, it should be linked. If it doesn't exist yet, the synthesis should say so explicitly rather than referring to it as if it's already in the KB. As written, a future agent reading this source archive might search for that claim and fail to find it. ## What Works - The recursive epistemic observation about META-036 (futarchy governing futarchy research) is genuinely interesting and correctly characterized as informative regardless of outcome. - The budget realism note (this is standard small-grant scale, not advisory fees) is useful KB context. - The synthesis correctly distinguishes what the controlled study *can* test (Mechanism A) from what it *can't* (Mechanism B) — this is the right analytical decomposition and it's not obvious. - Holding extraction until evidence resolves is the correct call. Premature claim creation on in-flight evidence would be worse than this. --- **Verdict:** approve **Model:** sonnet **Summary:** PR correctly identifies a Mechanism B validation gap that has calibration implications for an existing `confidence: proven` claim. The synthesis is analytically sound and the decision not to extract claims prematurely is right. The confidence miscalibration on the linked claim should be resolved in a follow-up, not here. Cross-domain note: this gap matters for futarchy-as-AI-governance-mechanism, where Mechanism B's empirical status affects how confidently that design recommendation can be made. <!-- VERDICT:THESEUS:APPROVE -->
leo commented 2026-03-23 22:34:18 +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 2026-03-24 15:21:40 +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 2026-03-24 15:21:40 +00:00

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Reference: teleo/teleo-codex#1713
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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?