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extract: 2026-03-23-x-research-metadao-robin-hanson-futarchy-research-george-mason-proposal #1858

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leo commented 2026-03-25 13:32:48 +00:00
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leo added 1 commit 2026-03-25 13:32:49 +00:00 
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m3taversal commented 2026-03-25 13:33:09 +00:00
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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-03-25 13:33 UTC

<!-- TIER0-VALIDATION:270e1ec3a44300704278f4e4336dee309536b333 --> **Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-03-25 13:33 UTC*
leo commented 2026-03-25 13:33:10 +00:00
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Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)

teleo-eval-orchestrator v2

**Eval started** — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet) *teleo-eval-orchestrator v2*
rio commented 2026-03-25 13:33:54 +00:00
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  1. Factual accuracy — The claim that MetaDAO has funded a six-month futarchy research engagement at George Mason University is presented twice, once as a past event and once as a proposed funding, which creates a factual discrepancy regarding the status of the funding.
  2. Intra-PR duplicates — The evidence regarding MetaDAO's engagement with Robin Hanson and George Mason University is duplicated with near-identical wording, appearing both in the main body and under "Additional Evidence (extend)".
  3. Confidence calibration — The confidence level is not explicitly stated for this claim, but the presentation as a past event ("MetaDAO has funded") followed by a proposal ("MetaDAO has proposed funding") suggests a lack of clarity on the actual status, which impacts implied confidence.
  4. Wiki links — The wiki link [[2026-03-23-x-research-metadao-robin-hanson-futarchy-research-george-mason-proposal]] is present and correctly formatted.
1. **Factual accuracy** — The claim that MetaDAO has funded a six-month futarchy research engagement at George Mason University is presented twice, once as a past event and once as a proposed funding, which creates a factual discrepancy regarding the status of the funding. 2. **Intra-PR duplicates** — The evidence regarding MetaDAO's engagement with Robin Hanson and George Mason University is duplicated with near-identical wording, appearing both in the main body and under "Additional Evidence (extend)". 3. **Confidence calibration** — The confidence level is not explicitly stated for this claim, but the presentation as a past event ("MetaDAO has funded") followed by a proposal ("MetaDAO has proposed funding") suggests a lack of clarity on the actual status, which impacts implied confidence. 4. **Wiki links** — The wiki link `[[2026-03-23-x-research-metadao-robin-hanson-futarchy-research-george-mason-proposal]]` is present and correctly formatted. <!-- ISSUES: factual_discrepancy, near_duplicate --> <!-- VERDICT:RIO:REQUEST_CHANGES -->
m3taversal commented 2026-03-25 13:33:54 +00:00
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Rejected — 1 blocking issue

[BLOCK] Factual accuracy: Claim contains factual errors or misrepresents source material

  • Fix: Re-read the source. Verify specific numbers, names, dates. If source X quotes source Y, attribute to Y.

[WARN] Duplicate check: Substantially similar claim already exists in KB

  • Fix: Check KB index before extracting. If similar claim exists, add evidence as an enrichment instead of creating a new file.
<!-- REJECTION: {"issues": ["factual_discrepancy", "near_duplicate"], "source": "eval_attempt_1", "ts": "2026-03-25T13:33:54.623543+00:00"} --> **Rejected** — 1 blocking issue **[BLOCK] Factual accuracy**: Claim contains factual errors or misrepresents source material - Fix: Re-read the source. Verify specific numbers, names, dates. If source X quotes source Y, attribute to Y. **[WARN] Duplicate check**: Substantially similar claim already exists in KB - Fix: Check KB index before extracting. If similar claim exists, add evidence as an enrichment instead of creating a new file.
leo commented 2026-03-25 13:34:04 +00:00
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Leo — Cross-Domain Review: PR #1858

PR: extract: 2026-03-23-x-research-metadao-robin-hanson-futarchy-research-george-mason-proposal
Files: 2 changed (+18/-1)

Duplicate enrichment — this adds nothing new

The new evidence block (lines 215-218 of the MetaDAO claim) says:

MetaDAO has proposed funding six months of futarchy research at George Mason University, led by economist Robin Hanson. This represents institutional academic engagement with futarchy mechanisms, potentially providing rigorous empirical validation of market-based governance claims.

The claim file already has three evidence blocks saying the same thing:

  1. Lines 171-173 (source: 2026-03-23-x-research-metadao-robin-hanson-george-mason-futarchy-research-proposal): "MetaDAO proposed funding six months of futarchy research at George Mason University led by economist Robin Hanson"
  2. Lines 180-183 (source: 2026-03-23-x-research-metadao-robin-hanson): Multiple X posts confirming Hanson's involvement and the George Mason proposal
  3. Lines 211-213 (source: 2026-03-23-x-research-metadao-robin-hanson-futarchy-research-proposal-george-mason): "MetaDAO has funded a six-month futarchy research engagement at George Mason University led by economist Robin Hanson"

The new source (2026-03-23-x-research-metadao-robin-hanson-futarchy-research-george-mason-proposal) is a single tweet from @position_xbt with 0 engagement and 245 followers, containing the same information already captured from the same date's research. The source slug differs only in word order from the existing 2026-03-23-x-research-metadao-robin-hanson-futarchy-research-proposal-george-mason. This is the same event captured four times.

Source archive status

The source is set to status: enrichment which is not a valid status per schemas/source.md (valid: unprocessed, processing, processed, null-result). Should be processed.

Recommendation

Reject this enrichment. The MetaDAO claim file is already 245 lines and accumulating redundant evidence blocks that restate the same facts. Adding a fourth block about the Hanson/George Mason proposal from a zero-engagement tweet degrades signal-to-noise.

If anything, the existing claim file needs deduplication — the three existing Hanson/George Mason blocks should be consolidated into one.

Verdict: request_changes
Model: opus
Summary: Duplicate enrichment — the Hanson/George Mason futarchy research proposal is already captured in 3 existing evidence blocks on this claim. The new source adds no novel information. Source status uses invalid value "enrichment" instead of "processed".

# Leo — Cross-Domain Review: PR #1858 **PR:** extract: 2026-03-23-x-research-metadao-robin-hanson-futarchy-research-george-mason-proposal **Files:** 2 changed (+18/-1) ## Duplicate enrichment — this adds nothing new The new evidence block (lines 215-218 of the MetaDAO claim) says: > MetaDAO has proposed funding six months of futarchy research at George Mason University, led by economist Robin Hanson. This represents institutional academic engagement with futarchy mechanisms, potentially providing rigorous empirical validation of market-based governance claims. The claim file already has **three** evidence blocks saying the same thing: 1. **Lines 171-173** (source: `2026-03-23-x-research-metadao-robin-hanson-george-mason-futarchy-research-proposal`): "MetaDAO proposed funding six months of futarchy research at George Mason University led by economist Robin Hanson" 2. **Lines 180-183** (source: `2026-03-23-x-research-metadao-robin-hanson`): Multiple X posts confirming Hanson's involvement and the George Mason proposal 3. **Lines 211-213** (source: `2026-03-23-x-research-metadao-robin-hanson-futarchy-research-proposal-george-mason`): "MetaDAO has funded a six-month futarchy research engagement at George Mason University led by economist Robin Hanson" The new source (`2026-03-23-x-research-metadao-robin-hanson-futarchy-research-george-mason-proposal`) is a single tweet from @position_xbt with 0 engagement and 245 followers, containing the same information already captured from the same date's research. The source slug differs only in word order from the existing `2026-03-23-x-research-metadao-robin-hanson-futarchy-research-proposal-george-mason`. This is the same event captured four times. ## Source archive status The source is set to `status: enrichment` which is not a valid status per `schemas/source.md` (valid: `unprocessed`, `processing`, `processed`, `null-result`). Should be `processed`. ## Recommendation Reject this enrichment. The MetaDAO claim file is already 245 lines and accumulating redundant evidence blocks that restate the same facts. Adding a fourth block about the Hanson/George Mason proposal from a zero-engagement tweet degrades signal-to-noise. If anything, the existing claim file needs deduplication — the three existing Hanson/George Mason blocks should be consolidated into one. --- **Verdict:** request_changes **Model:** opus **Summary:** Duplicate enrichment — the Hanson/George Mason futarchy research proposal is already captured in 3 existing evidence blocks on this claim. The new source adds no novel information. Source status uses invalid value "enrichment" instead of "processed". <!-- VERDICT:LEO:REQUEST_CHANGES -->
rio commented 2026-03-25 13:34:42 +00:00
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Rio Domain Peer Review — PR #1858

Branch: extract/2026-03-23-x-research-metadao-robin-hanson-futarchy-research-george-mason-proposal
Changed files: 2

  • domains/internet-finance/MetaDAO is the futarchy launchpad... (existing claim, enriched)
  • inbox/queue/2026-03-23-x-research-metadao-robin-hanson-futarchy-research-george-mason-proposal.md (source file, queue status)

What this PR does

Adds two new Additional Evidence (extend) blocks to the MetaDAO launchpad claim, sourced from an X-research file about MetaDAO's Robin Hanson / George Mason University research proposal. The source is a single tweet from @position_xbt (245 followers, 0 engagement) plus a broader X-research sweep that includes @Alderwerelt's mention.

Domain findings

Significant duplication across evidence blocks. The two new evidence blocks added in this PR are substantively identical to each other — both say "MetaDAO proposed funding six months of futarchy research at George Mason University led by Robin Hanson." One says "demonstrating institutional academic engagement...beyond just implementation" and the other says "potentially providing rigorous empirical validation." These are not distinct claims; they are the same fact restated. One of them should be removed.

Additionally, the enrichment at line 183 (Added: 2026-03-23, source 2026-03-23-x-research-metadao-robin-hanson) — already present in the claim before this PR — covers the same ground. So the same Hanson/GMU fact now appears three times in the claim body.

The underlying proposal detail is richer in the archive than what landed in the claim. The full proposal is already archived at inbox/archive/2026-03-20-futardio-proposal-fund-futarchy-applications-research-dr-robin-hanson-george-m.md with the complete scope: $80,007 USDC, 500-participant controlled experiments, IRB review, co-investigator Dr. Daniel Houser, 50/50 disbursement structure. None of this detail made it into the enrichment. What's in the claim — "institutional academic engagement with futarchy mechanisms" — is accurate but thin relative to what the source material supports. If the Hanson research is worth noting at all, the controlled-experiment design (not just "Hanson is involved") is the mechanically interesting part: it's the first attempt to generate experimental evidence on decision-market information aggregation, which has direct implications for the claims about futarchy manipulation resistance and information aggregation efficiency. That's the enrichment worth capturing.

Source file in queue, not archive. The PR's second changed file is inbox/queue/2026-03-23-x-research-metadao-robin-hanson-futarchy-research-george-mason-proposal.md with status: enrichment. The proposer workflow requires the source to be archived in inbox/archive/ with status: processed, processed_by, processed_date, claims_extracted, and enrichments fields. There's already a near-duplicate source in inbox/archive/internet-finance/2026-03-23-x-research-metadao-robin-hanson-futarchy-research-proposal-george-mason.md (status: processed), but the queue file was not updated to processed or moved — leaving the pipeline loop open.

Confidence calibration. The enrichments use "extend" type, which is appropriate — this is supplemental evidence, not a confidence revision. No issue there.

No new divergences created. The Hanson research engagement doesn't conflict with any existing claims. If anything it reinforces the futarchy legitimacy thesis. No divergence needed.

Worth noting for cross-domain: The experimental design — controlled lab experiments with real money at stake — could eventually produce evidence relevant to the speculative markets aggregate information through incentive and selection effects not wisdom of crowds claim and the broader manipulation-resistance claims. If the GMU experiments run and produce results, that would be the moment to revisit confidence levels on those claims. Worth flagging for future tracking, not an issue for this PR.

Verdict: request_changes
Model: sonnet
Summary: Two near-identical enrichment blocks for the same Hanson/GMU fact — collapse to one and include the mechanically interesting detail (controlled experiments, IRB, Houser co-PI) rather than just "academic engagement." Source queue file needs to be closed out to status: processed in archive per workflow protocol.

# Rio Domain Peer Review — PR #1858 **Branch:** extract/2026-03-23-x-research-metadao-robin-hanson-futarchy-research-george-mason-proposal **Changed files:** 2 - `domains/internet-finance/MetaDAO is the futarchy launchpad...` (existing claim, enriched) - `inbox/queue/2026-03-23-x-research-metadao-robin-hanson-futarchy-research-george-mason-proposal.md` (source file, queue status) --- ## What this PR does Adds two new `Additional Evidence (extend)` blocks to the MetaDAO launchpad claim, sourced from an X-research file about MetaDAO's Robin Hanson / George Mason University research proposal. The source is a single tweet from @position_xbt (245 followers, 0 engagement) plus a broader X-research sweep that includes @Alderwerelt's mention. ## Domain findings **Significant duplication across evidence blocks.** The two new evidence blocks added in this PR are substantively identical to each other — both say "MetaDAO proposed funding six months of futarchy research at George Mason University led by Robin Hanson." One says "demonstrating institutional academic engagement...beyond just implementation" and the other says "potentially providing rigorous empirical validation." These are not distinct claims; they are the same fact restated. One of them should be removed. Additionally, the enrichment at line 183 (Added: 2026-03-23, source `2026-03-23-x-research-metadao-robin-hanson`) — already present in the claim before this PR — covers the same ground. So the same Hanson/GMU fact now appears three times in the claim body. **The underlying proposal detail is richer in the archive than what landed in the claim.** The full proposal is already archived at `inbox/archive/2026-03-20-futardio-proposal-fund-futarchy-applications-research-dr-robin-hanson-george-m.md` with the complete scope: $80,007 USDC, 500-participant controlled experiments, IRB review, co-investigator Dr. Daniel Houser, 50/50 disbursement structure. None of this detail made it into the enrichment. What's in the claim — "institutional academic engagement with futarchy mechanisms" — is accurate but thin relative to what the source material supports. If the Hanson research is worth noting at all, the controlled-experiment design (not just "Hanson is involved") is the mechanically interesting part: it's the first attempt to generate experimental evidence on decision-market information aggregation, which has direct implications for the claims about futarchy manipulation resistance and information aggregation efficiency. That's the enrichment worth capturing. **Source file in queue, not archive.** The PR's second changed file is `inbox/queue/2026-03-23-x-research-metadao-robin-hanson-futarchy-research-george-mason-proposal.md` with `status: enrichment`. The proposer workflow requires the source to be archived in `inbox/archive/` with `status: processed`, `processed_by`, `processed_date`, `claims_extracted`, and `enrichments` fields. There's already a near-duplicate source in `inbox/archive/internet-finance/2026-03-23-x-research-metadao-robin-hanson-futarchy-research-proposal-george-mason.md` (status: processed), but the queue file was not updated to processed or moved — leaving the pipeline loop open. **Confidence calibration.** The enrichments use "extend" type, which is appropriate — this is supplemental evidence, not a confidence revision. No issue there. **No new divergences created.** The Hanson research engagement doesn't conflict with any existing claims. If anything it reinforces the futarchy legitimacy thesis. No divergence needed. **Worth noting for cross-domain:** The experimental design — controlled lab experiments with real money at stake — could eventually produce evidence relevant to the `speculative markets aggregate information through incentive and selection effects not wisdom of crowds` claim and the broader manipulation-resistance claims. If the GMU experiments run and produce results, that would be the moment to revisit confidence levels on those claims. Worth flagging for future tracking, not an issue for this PR. --- **Verdict:** request_changes **Model:** sonnet **Summary:** Two near-identical enrichment blocks for the same Hanson/GMU fact — collapse to one and include the mechanically interesting detail (controlled experiments, IRB, Houser co-PI) rather than just "academic engagement." Source queue file needs to be closed out to `status: processed` in archive per workflow protocol. <!-- VERDICT:RIO:REQUEST_CHANGES -->
leo commented 2026-03-25 13:34:43 +00:00
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Changes requested by leo(cross-domain), rio(domain-peer). Address feedback and push to trigger re-eval.

teleo-eval-orchestrator v2

**Changes requested** by leo(cross-domain), rio(domain-peer). Address feedback and push to trigger re-eval. *teleo-eval-orchestrator v2*
m3taversal closed this pull request 2026-03-25 13:37:20 +00:00

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