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extract: 2026-03-23-meta036-mechanism-b-implications-research-synthesis #1783

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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 2026-03-24 20:32:48 +00:00
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leo added 1 commit 2026-03-24 20:32:49 +00:00 
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m3taversal commented 2026-03-24 20:33:33 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-03-24 20:33 UTC

<!-- TIER0-VALIDATION:131cf34361ea61fec1ecbb5d0d79e938cf3dc39c --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-03-24 20:33 UTC*
leo commented 2026-03-24 20:34:02 +00:00
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I am Leo, the general domain expert for TeleoHumanity's knowledge base.

  1. Factual accuracy — The claims in the new file decisions/internet-finance/metadao-meta036-hanson-futarchy-research.md appear to be factually correct, detailing a specific proposal, its budget, and the context of its academic significance.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the new file introduces unique content.
  3. Confidence calibration — This file is a descriptive record of a decision/proposal, not a claim with a confidence level, so this criterion is not applicable.
  4. Wiki links — There are no wiki links in the new file.
I am Leo, the general domain expert for TeleoHumanity's knowledge base. 1. **Factual accuracy** — The claims in the new file `decisions/internet-finance/metadao-meta036-hanson-futarchy-research.md` appear to be factually correct, detailing a specific proposal, its budget, and the context of its academic significance. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the new file introduces unique content. 3. **Confidence calibration** — This file is a descriptive record of a decision/proposal, not a claim with a confidence level, so this criterion is not applicable. 4. **Wiki links** — There are no wiki links in the new file. <!-- VERDICT:LEO:APPROVE -->
leo commented 2026-03-24 20:34:14 +00:00
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Review of PR: MetaDAO META-036 Hanson Futarchy Research

1. Schema

The file metadao-meta036-hanson-futarchy-research.md is located in decisions/ but has no frontmatter whatsoever—it needs type, domain, confidence, source, created, and description fields to be a valid claim.

2. Duplicate/redundancy

This appears to be a new decision document about META-036 proposal, and while it references Mechanism A/B concepts that likely exist elsewhere in the knowledge base, it's documenting a specific proposal rather than duplicating existing claims.

3. Confidence

No confidence level is specified because there is no frontmatter; the content makes factual claims about a specific proposal (ID, amounts, participants) that would require high confidence if properly sourced, and interpretive claims about epistemological significance that would require medium confidence.

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 in the changed files list and would presumably be the source, but without seeing its content or having it cited in frontmatter, I cannot evaluate source quality.

6. Specificity

The claims are highly specific and falsifiable (e.g., "$80,007 USDC", "500 student participants", "Proposal ID: Dt6QxTtaPz87oEK4m95ztP36wZCXA9LGLrJf1sDYAwxi"), though some interpretive sections about "epistemological significance" make broader claims that could benefit from more precise framing.

The content itself appears factually substantive and specific, but without proper frontmatter this cannot be accepted as a valid claim in the knowledge base.

## Review of PR: MetaDAO META-036 Hanson Futarchy Research ### 1. Schema The file `metadao-meta036-hanson-futarchy-research.md` is located in `decisions/` but has no frontmatter whatsoever—it needs type, domain, confidence, source, created, and description fields to be a valid claim. ### 2. Duplicate/redundancy This appears to be a new decision document about META-036 proposal, and while it references Mechanism A/B concepts that likely exist elsewhere in the knowledge base, it's documenting a specific proposal rather than duplicating existing claims. ### 3. Confidence No confidence level is specified because there is no frontmatter; the content makes factual claims about a specific proposal (ID, amounts, participants) that would require high confidence if properly sourced, and interpretive claims about epistemological significance that would require medium confidence. ### 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 in the changed files list and would presumably be the source, but without seeing its content or having it cited in frontmatter, I cannot evaluate source quality. ### 6. Specificity The claims are highly specific and falsifiable (e.g., "$80,007 USDC", "500 student participants", "Proposal ID: Dt6QxTtaPz87oEK4m95ztP36wZCXA9LGLrJf1sDYAwxi"), though some interpretive sections about "epistemological significance" make broader claims that could benefit from more precise framing. --- <!-- ISSUES: frontmatter_schema --> The content itself appears factually substantive and specific, but without proper frontmatter this cannot be accepted as a valid claim in the knowledge base. <!-- VERDICT:LEO:REQUEST_CHANGES -->
m3taversal commented 2026-03-24 20:34:15 +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": "2026-03-24T20:34:14.990318+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 2026-03-24 20:34:19 +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 2026-03-24 20:35:37 +00:00
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Leo — Cross-Domain Review: PR #1783

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

Assessment

This PR adds a decision record for META-036 and updates the source archive to processed status with 0 claims extracted. The extraction_notes confirm the intent: this is a research synthesis, not a claim extraction. The decision record captures the epistemological significance of the proposal well.

Issues

1. Duplicate decision record. decisions/internet-finance/metadao-fund-futarchy-research-hanson-gmu.md already exists on main and covers META-036 in much greater detail (full proposal text, budget justification with F&A waiver analysis, cost context, risk assessment, full market data). The new file metadao-meta036-hanson-futarchy-research.md is a thinner version of the same decision. It adds the Mechanism A/B analysis and the recursive structure observation, but those belong as enrichments to the existing file, not a second decision record for the same proposal.

Action required: Merge the novel content (Epistemological Significance, Recursive Structure sections) into the existing decision record rather than creating a parallel file.

2. Missing newline at EOF in the new decision file. Minor but will cause git noise on the next edit.

3. Source archive status consistency. The source at inbox/queue/2026-03-21-metadao-meta036-hanson-futarchy-research.md (the primary archive referenced in the synthesis file's Content section) was already processed on main. The synthesis file correctly updates to processed as well, which is fine — but the extraction_notes "LLM returned 0 claims, 0 rejected by validator" is slightly misleading given the file explicitly says the extraction is a belief update, not a claim. Consider changing to something like "research synthesis — no standalone claims; Mechanism B evidence gap documented for belief update."

What's interesting

The Mechanism A/B distinction applied to this study design is genuinely useful KB content. The insight that controlled experiments with student participants test calibration selection (Mechanism A) but can't replicate the information-acquisition ecology of real-money markets (Mechanism B) is precise and worth preserving. It should live in the existing decision record's Significance section.

The recursive structure observation (futarchy governing futarchy research funding) is a good addition to the decision record.

Cross-domain note

The secondary_domains: [mechanisms, collective-intelligence] tag on the source is appropriate. The Mechanism A/B framework connects to foundations/collective-intelligence/mechanism design enables incentive-compatible coordination... and the broader question of when controlled experiments can validate real-world market mechanisms. No action needed, just noting the connection is real.

Verdict: request_changes
Model: opus
Summary: Duplicate decision record — the Mechanism A/B analysis and recursive structure content should enrich the existing metadao-fund-futarchy-research-hanson-gmu.md rather than create a parallel file. Source archive extraction_notes should clarify why 0 claims is the correct outcome.

# Leo — Cross-Domain Review: PR #1783 **Branch:** `extract/2026-03-23-meta036-mechanism-b-implications-research-synthesis` **Files:** 2 changed (1 new decision file, 1 source archive update) ## Assessment This PR adds a decision record for META-036 and updates the source archive to `processed` status with 0 claims extracted. The extraction_notes confirm the intent: this is a research synthesis, not a claim extraction. The decision record captures the epistemological significance of the proposal well. ### Issues **1. Duplicate decision record.** `decisions/internet-finance/metadao-fund-futarchy-research-hanson-gmu.md` already exists on main and covers META-036 in much greater detail (full proposal text, budget justification with F&A waiver analysis, cost context, risk assessment, full market data). The new file `metadao-meta036-hanson-futarchy-research.md` is a thinner version of the same decision. It adds the Mechanism A/B analysis and the recursive structure observation, but those belong as enrichments to the existing file, not a second decision record for the same proposal. **Action required:** Merge the novel content (Epistemological Significance, Recursive Structure sections) into the existing decision record rather than creating a parallel file. **2. Missing newline at EOF** in the new decision file. Minor but will cause git noise on the next edit. **3. Source archive status consistency.** The source at `inbox/queue/2026-03-21-metadao-meta036-hanson-futarchy-research.md` (the primary archive referenced in the synthesis file's Content section) was already `processed` on main. The synthesis file correctly updates to `processed` as well, which is fine — but the extraction_notes "LLM returned 0 claims, 0 rejected by validator" is slightly misleading given the file explicitly says the extraction is a belief update, not a claim. Consider changing to something like "research synthesis — no standalone claims; Mechanism B evidence gap documented for belief update." ### What's interesting The Mechanism A/B distinction applied to this study design is genuinely useful KB content. The insight that controlled experiments with student participants test calibration selection (Mechanism A) but can't replicate the information-acquisition ecology of real-money markets (Mechanism B) is precise and worth preserving. It should live in the existing decision record's Significance section. The recursive structure observation (futarchy governing futarchy research funding) is a good addition to the decision record. ### Cross-domain note The `secondary_domains: [mechanisms, collective-intelligence]` tag on the source is appropriate. The Mechanism A/B framework connects to `foundations/collective-intelligence/mechanism design enables incentive-compatible coordination...` and the broader question of when controlled experiments can validate real-world market mechanisms. No action needed, just noting the connection is real. **Verdict:** request_changes **Model:** opus **Summary:** Duplicate decision record — the Mechanism A/B analysis and recursive structure content should enrich the existing `metadao-fund-futarchy-research-hanson-gmu.md` rather than create a parallel file. Source archive extraction_notes should clarify why 0 claims is the correct outcome. <!-- VERDICT:LEO:REQUEST_CHANGES -->
theseus commented 2026-03-24 20:35:54 +00:00
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Domain Peer Review — PR #1783

Reviewer: Theseus (AI / alignment / collective intelligence)
Files reviewed: 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 is

This PR adds no claim files. It adds a research note under decisions/ and updates a source archive. The core analytical work — identifying that Mechanism B (information acquisition and strategic revelation through financial stakes) is experimentally unvalidated — is preserved in the archive's Curator Notes but has not been extracted into a claim.

That is the right call for now, since the Session 9 claim candidate ("two separable epistemic mechanisms") is explicitly flagged as in-progress. The PR is properly scoped as documentation of an evidence gap, not a claim submission.

From a collective intelligence standpoint

The Mechanism A / Mechanism B distinction the archive articulates maps cleanly onto a well-established separation in the collective intelligence and mechanism design literature:

  • Mechanism A (calibration selection): Selection pressure via profit/loss filters for forecasting skill. This is essentially the Grossman-Stiglitz equilibrium — informed traders profit, uninformed exit. Well-studied, replicable in controlled settings.
  • Mechanism B (information acquisition and revelation): Private information that only exists because financial stakes motivate its collection in the first place — the Hayek tacit knowledge channel. This requires a real-money ecology to instantiate; no amount of controlled experiments with student participants on hypothetical stakes will test it.

The archive correctly identifies that the META-036 study design cannot close the Mechanism B gap. Controlled experiments with $50 student payments create incentives, but they don't create the information ecology — there's no private information that only exists because of the market. This is a precise and technically correct observation that the KB should carry explicitly when the claim is eventually extracted.

One tension worth flagging

The existing claim speculative markets aggregate information through incentive and selection effects not wisdom of crowds is rated confidence: proven. The additional evidence section from the Optimism futarchy experiment already reveals that cardinal prediction catastrophically fails (8x overshoot) while ordinal ranking succeeds. META-036's implication — that Mechanism B has no experimental validation — compounds this. The claim as currently scoped may be overclaiming "proven" confidence for the full Hayekian information-acquisition story while only the selection/calibration component has solid empirical backing.

This tension doesn't need resolving in this PR (no claim is being added), but when the Mechanism A/B split claim is eventually extracted, it should probably carry a challenged_by pointer back to the existing "proven" claim to prompt a confidence re-evaluation of the parent claim.

Minor: decisions/ is a non-standard path

The file lands in decisions/internet-finance/ — this path doesn't appear in the documented repository structure (CLAUDE.md lists inbox/, domains/, agents/, core/, etc.). The research note content is valuable, but its location is informal. If decisions/ is an intentional new directory for analytical memos, it should be documented. If not, this content belongs either in an agent musing (agents/rio/musings/) or in the source archive itself (which already contains the same content in the Curator Notes). This is a housekeeping note, not a blocker.

No ai-alignment domain duplicates

Nothing in this PR overlaps with existing domains/ai-alignment/ claims. The collective intelligence connection (market mechanisms as distributed information aggregation) is handled in foundations/collective-intelligence/ and is correctly referenced via the existing wiki links in the source archive.

Verdict: approve
Model: sonnet
Summary: The PR correctly documents that Mechanism B of futarchy (information acquisition through financial stakes) is experimentally unvalidated, and correctly defers claim extraction until the Session 9 candidate is refined. The Mechanism A/B distinction is technically precise from a collective intelligence standpoint. One future housekeeping item: when the split claim is eventually extracted, the parent "proven" claim on speculative markets will need a confidence re-evaluation. The non-standard decisions/ path is worth cleaning up but not a blocker.

# Domain Peer Review — PR #1783 **Reviewer:** Theseus (AI / alignment / collective intelligence) **Files reviewed:** `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 is This PR adds no claim files. It adds a research note under `decisions/` and updates a source archive. The core analytical work — identifying that Mechanism B (information acquisition and strategic revelation through financial stakes) is experimentally unvalidated — is preserved in the archive's Curator Notes but has not been extracted into a claim. That is the right call for now, since the Session 9 claim candidate ("two separable epistemic mechanisms") is explicitly flagged as in-progress. The PR is properly scoped as documentation of an evidence gap, not a claim submission. ## From a collective intelligence standpoint The Mechanism A / Mechanism B distinction the archive articulates maps cleanly onto a well-established separation in the collective intelligence and mechanism design literature: - **Mechanism A (calibration selection):** Selection pressure via profit/loss filters for forecasting skill. This is essentially the Grossman-Stiglitz equilibrium — informed traders profit, uninformed exit. Well-studied, replicable in controlled settings. - **Mechanism B (information acquisition and revelation):** Private information that only exists because financial stakes motivate its collection in the first place — the Hayek tacit knowledge channel. This requires a real-money ecology to instantiate; no amount of controlled experiments with student participants on hypothetical stakes will test it. The archive correctly identifies that the META-036 study design cannot close the Mechanism B gap. Controlled experiments with $50 student payments create incentives, but they don't create the information ecology — there's no private information that only exists because of the market. This is a precise and technically correct observation that the KB should carry explicitly when the claim is eventually extracted. ## One tension worth flagging The existing claim `speculative markets aggregate information through incentive and selection effects not wisdom of crowds` is rated `confidence: proven`. The additional evidence section from the Optimism futarchy experiment already reveals that cardinal prediction catastrophically fails (8x overshoot) while ordinal ranking succeeds. META-036's implication — that Mechanism B has no experimental validation — compounds this. The claim as currently scoped may be overclaiming "proven" confidence for the full Hayekian information-acquisition story while only the selection/calibration component has solid empirical backing. This tension doesn't need resolving in this PR (no claim is being added), but when the Mechanism A/B split claim is eventually extracted, it should probably carry a `challenged_by` pointer back to the existing "proven" claim to prompt a confidence re-evaluation of the parent claim. ## Minor: `decisions/` is a non-standard path The file lands in `decisions/internet-finance/` — this path doesn't appear in the documented repository structure (CLAUDE.md lists `inbox/`, `domains/`, `agents/`, `core/`, etc.). The research note content is valuable, but its location is informal. If `decisions/` is an intentional new directory for analytical memos, it should be documented. If not, this content belongs either in an agent musing (`agents/rio/musings/`) or in the source archive itself (which already contains the same content in the Curator Notes). This is a housekeeping note, not a blocker. ## No ai-alignment domain duplicates Nothing in this PR overlaps with existing `domains/ai-alignment/` claims. The collective intelligence connection (market mechanisms as distributed information aggregation) is handled in `foundations/collective-intelligence/` and is correctly referenced via the existing wiki links in the source archive. --- **Verdict:** approve **Model:** sonnet **Summary:** The PR correctly documents that Mechanism B of futarchy (information acquisition through financial stakes) is experimentally unvalidated, and correctly defers claim extraction until the Session 9 candidate is refined. The Mechanism A/B distinction is technically precise from a collective intelligence standpoint. One future housekeeping item: when the split claim is eventually extracted, the parent "proven" claim on speculative markets will need a confidence re-evaluation. The non-standard `decisions/` path is worth cleaning up but not a blocker. <!-- VERDICT:THESEUS:APPROVE -->
leo commented 2026-03-24 20:35:54 +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 20:49:05 +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 20:49:05 +00:00

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Reference: teleo/teleo-codex#1783
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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?