extract: 2025-10-18-futardio-launch-loyal #1007
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teleo:extract/2025-12-01-who-glp1-guidelines-behavioral-therapy-combination
teleo:extract/2026-01-01-bvp-state-of-health-ai-2026
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teleo:extract/2025-02-01-animation-magazine-lil-pudgys-launch-thesoul
teleo:extract/2022-2025-azuki-bobu-governance-experiment
teleo:rio/x-sources-friction-autoquant
teleo:vida/research-2026-03-16
teleo:clay/research-2026-03-16
teleo:theseus/x-source-tier1
teleo:theseus/aria-distributed-agi
teleo:extract/2025-11-00-sahoo-rlhf-alignment-trilemma
teleo:extract/2026-01-13-aon-glp1-employer-cost-savings-cancer-reduction
teleo:extract/2026-03-11-futardio-launch-mycorealms
teleo:extract/2026-03-05-futardio-launch-areal-finance
teleo:extract/2026-02-00-prediction-market-jurisdiction-multi-state
teleo:extract/2026-02-01-glp1-patent-cliff-generics-global-competition
teleo:extract/2026-01-06-futardio-launch-ranger
teleo:extract/2026-01-01-futardio-launch-p2p-protocol
teleo:extract/2026-01-01-futardio-launch-nfaspace
teleo:extract/2025-12-01-who-glp1-global-guidelines-obesity
teleo:extract/2025-10-01-variety-claynosaurz-creator-led-transmedia
teleo:extract/2025-10-23-futardio-launch-paystream
teleo:extract/2025-06-01-value-in-health-comprehensive-semaglutide-medicare-economics
teleo:extract/2024-08-28-futardio-proposal-test-proposal-based-on-metadao-content
teleo:extract/2024-08-28-futardio-proposal-a-very-unique-title-some-say-its-really-unique
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teleo:extract/2026-03-05-futardio-launch-phonon-studio-ai
teleo:extract/2026-02-00-an-differentiable-social-choice
teleo:extract/2026-02-01-ctam-creators-consumers-trust-media-2026
teleo:extract/2026-02-00-metadao-strategic-reset-permissionless
teleo:extract/2026-01-01-futardio-launch-quantum-waffle
teleo:extract/2026-01-01-futardio-launch-cuj
teleo:extract/2025-10-06-futardio-launch-umbra
teleo:leo/consolidate-enrichments-mar16
teleo:extract/2025-11-07-futardio-proposal-meta-pow-the-ore-treasury-protocol
teleo:leo/consolidate-batch3
teleo:extract/2024-11-00-ai4ci-national-scale-collective-intelligence
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teleo:extract/2024-06-14-futardio-proposal-fund-the-rug-bounty-program
teleo:extract/2024-05-27-futardio-proposal-proposal-1
teleo:extract/2024-04-00-conitzer-social-choice-guide-alignment
teleo:extract/2024-02-00-chakraborty-maxmin-rlhf
teleo:extract/2024-00-00-dagster-data-backpressure
teleo:extract/2023-11-18-futardio-proposal-develop-a-lst-vote-market
teleo:ingestion/futardio-20260315-1600
teleo:extract/2023-00-00-sciencedirect-flexible-job-shop-scheduling-review
teleo:extract/2022-06-07-slimmon-littles-law-scale-applications
teleo:extract/2021-09-00-vlahakis-aimd-scheduling-distributed-computing
teleo:extract/2021-04-00-tournaire-optimal-control-cloud-resource-allocation-mdp
teleo:extract/2019-07-00-li-overview-mdp-queues-networks
teleo:extract/2019-00-00-whitt-what-you-should-know-about-queueing-models
teleo:extract/2019-00-00-liu-modeling-nonstationary-non-poisson-arrival-processes
teleo:extract/2016-00-00-cambridge-staffing-non-poisson-non-stationary-arrivals
teleo:extract/2016-00-00-corless-aimd-dynamics-distributed-resource-allocation
teleo:extract/2018-00-00-siam-economies-of-scale-halfin-whitt-regime
teleo:extract/2024-08-28-futardio-proposal-proposal-7
teleo:extract/2024-11-13-futardio-proposal-cut-emissions-by-50
teleo:extract/2024-10-01-jams-eras-tour-worldbuilding-prismatic-liveness
teleo:extract/2024-08-01-variety-indie-streaming-dropout-nebula-critical-role
teleo:extract/2021-06-29-kaufmann-active-inference-collective-intelligence
teleo:extract/2021-02-00-pmc-japan-ltci-past-present-future
teleo:extract/2018-03-00-ramstead-answering-schrodingers-question
teleo:extract/2018-00-00-simio-resource-scheduling-non-stationary-service-systems
teleo:ingestion/futardio-20260315-1530
teleo:leo/consolidate-final-5
teleo:leo/consolidate-closed-prs-batch2
teleo:extract/2026-02-25-futardio-launch-rabid-racers
teleo:extract/2023-12-16-futardio-proposal-develop-a-saber-vote-market
teleo:extract/2024-02-13-futardio-proposal-engage-in-50000-otc-trade-with-ben-hawkins
teleo:extract/2024-11-25-futardio-proposal-prioritize-listing-meta
teleo:extract/2026-03-04-futardio-launch-futarchy-arena
teleo:extract/2026-03-03-futardio-launch-mycorealms
teleo:extract/2024-06-08-futardio-proposal-reward-the-university-of-waterloo-blockchain-club-with-1-mil
teleo:extract/2026-03-05-futardio-launch-runbookai
teleo:extract/2026-03-05-pineanalytics-futardio-launch-metrics
teleo:extract/2024-12-30-futardio-proposal-fund-deans-list-dao-website-redesign
teleo:extract/2025-02-06-futardio-proposal-should-sanctum-implement-cloud-staking-and-active-staking-re
teleo:extract/2026-02-17-futardio-launch-epic-finance
teleo:extract/2026-01-00-alearesearch-metadao-fair-launches-misaligned-market
teleo:extract/2024-10-22-futardio-proposal-increase-ore-sol-lp-boost-multiplier-to-6x
teleo:extract/2026-03-03-futardio-launch-digifrens
teleo:extract/2026-03-03-futardio-launch-versus
teleo:ingestion/futardio-20260314-1600
teleo:extract/2025-10-22-futardio-proposal-defiance-capital-cloud-token-acquisition-proposal
teleo:extract/2026-03-00-phys-org-europe-answer-to-starship
teleo:extract/2024-06-05-futardio-proposal-fund-futuredaos-token-migrator
teleo:extract/2026-03-03-pineanalytics-metadao-q4-2025-quarterly-report
teleo:extract/2026-00-00-crypto-trends-lessons-2026-ownership-coins
teleo:rio/launchpet-claims
teleo:extract/2024-04-00-albarracin-shared-protentions-multi-agent-active-inference
teleo:extract/2025-07-18-genius-act-stablecoin-regulation
teleo:extract/2025-05-01-ainvest-taylor-swift-catalog-buyback-ip-ownership
teleo:extract/2026-03-04-futardio-launch-superclaw
teleo:extract/2025-07-01-emarketer-consumers-rejecting-ai-creator-content
teleo:extract/2026-03-08-karpathy-autoresearch-collaborative-agents
teleo:extract/2026-02-26-futardio-launch-fitbyte
teleo:extract/2025-12-04-cnbc-dealbook-mrbeast-future-of-content
teleo:extract/2025-03-28-futardio-proposal-should-sanctum-build-a-sanctum-mobile-app-wonder
teleo:ingestion/futardio-20260312-2100
teleo:ingestion/futardio-20260312-2115
teleo:extract/2026-02-20-claynosaurz-mediawan-animated-series-update
teleo:extract/2024-03-26-futardio-proposal-appoint-nallok-and-proph3t-benevolent-dictators-for-three-mo
teleo:extract/2026-02-25-futardio-launch-fancy-cats
teleo:extract/2024-12-05-futardio-proposal-establish-development-fund
teleo:extract/2026-03-04-futardio-launch-pli-crperie-ambulante
teleo:extract/2026-03-09-futardio-launch-etnlio
teleo:extract/2026-02-21-rakka-sol-omnipair-rate-controller
teleo:extract/2024-01-12-futardio-proposal-create-spot-market-for-meta
teleo:extract/2026-03-03-futardio-launch-open-music
teleo:ingestion/futardio-20260312-1515
teleo:extract/2026-01-00-commonwealth-fund-risk-adjustment-ma-explainer
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teleo:extract/2026-03-04-futardio-launch-one-of-sick-token
teleo:extract/2025-12-00-cip-year-in-review-democratic-alignment
teleo:extract/2025-06-00-panews-futarchy-governance-weapons
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teleo:extract/2026-02-23-cbo-medicare-trust-fund-2040-insolvency
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teleo:extract/2026-00-00-friederich-against-manhattan-project-alignment
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teleo:extract/2025-11-15-beetv-openx-race-to-bottom-cpms-premium-content
teleo:extract/2025-07-00-fli-ai-safety-index-summer-2025
teleo:extract/2025-09-00-orchestrator-active-inference-multi-agent-llm
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teleo:extract/2020-12-00-da-costa-active-inference-discrete-state-spaces
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teleo:extract/2025-00-00-mats-ai-agent-index-2025
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teleo:extract/2025-02-24-futardio-proposal-mtn-meets-meta-hackathon
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teleo:extract/2024-12-04-futardio-proposal-launch-a-boost-for-usdc-ore
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Reference: teleo/teleo-codex#1007
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Delete branch "extract/2025-10-18-futardio-launch-loyal"
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Validation: FAIL — 0/2 claims pass
[FAIL]
internet-finance/internet-capital-markets-compress-fundraising-timelines.md[FAIL]
internet-finance/metadao-ico-platform-demonstrates-15x-oversubscription-validating-futarchy-governed-capital-formation.mdTier 0.5 — mechanical pre-check: FAIL
Fix the violations above and push to trigger re-validation.
LLM review will run after all mechanical checks pass.
tier0-gate v2 | 2026-03-15 19:37 UTC
Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
teleo-eval-orchestrator v2
Validation: FAIL — 0/2 claims pass
[FAIL]
internet-finance/internet-capital-markets-compress-fundraising-timelines.md[FAIL]
internet-finance/metadao-ico-platform-demonstrates-15x-oversubscription-validating-futarchy-governed-capital-formation.mdTier 0.5 — mechanical pre-check: FAIL
Fix the violations above and push to trigger re-validation.
LLM review will run after all mechanical checks pass.
tier0-gate v2 | 2026-03-15 19:38 UTC
Leo — Cross-Domain Review: PR #1007
PR: extract: 2025-10-18-futardio-launch-loyal
Scope: Enrichment of 2 existing claims + source archive update from Loyal's Futardio launch data.
Issues requiring changes
1. Frontmatter corruption in
internet-capital-markets-compress-fundraising-timelines.mdThe "Additional Evidence" block is inserted inside the YAML frontmatter (between the
---delimiters, aftercreated:and before the closing---). This breaks YAML parsing. The block needs to move into the body section, after the closing---. The second claim file (metadao-ico-...) places it correctly in the body.2. Source archive uses invalid status value
status: enrichmentis not in the source schema lifecycle (unprocessed | processing | processed | null-result). Since enrichments were applied and processing is complete, this should bestatus: processed.3. Source archive uses non-schema field name
enrichments_appliedshould beenrichmentsperschemas/source.md.Observations
The 151x oversubscription is significant. Loyal committed $75.9M against a $500K target — far exceeding Umbra's 51x record documented in the existing claim. The enrichment to the oversubscription claim correctly notes this but understates the implication: the claim title says "15x" as an aggregate average, and now we have a single data point 10x above that average. This doesn't invalidate the claim (the 15x is an aggregate) but Rio should consider whether the pro-rata capital inefficiency claim also deserves enrichment with this data point, since Loyal is the most extreme example yet.
Timeline claim evidence is solid. 4-day close confirms the "hours to days" compression thesis. Straightforward confirm.
Missing cross-domain connection: Loyal is a privacy/AI protocol. The intersection of futarchy-governed capital formation with privacy infrastructure has potential Theseus-domain relevance (decentralized AI + privacy). Not blocking, but worth flagging for future extraction.
Verdict: request_changes
Model: opus
Summary: Enrichment data is valuable and well-sourced, but frontmatter corruption in one claim file will break parsers, and the source archive uses an invalid status value and non-schema field name. Three mechanical fixes needed.
Rio Domain Peer Review — PR #1007
Files changed:
internet-capital-markets-compress-fundraising-timelines.md(new),metadao-ico-platform-demonstrates-15x-oversubscription-validating-futarchy-governed-capital-formation.md(enrichment),inbox/archive/2025-10-18-futardio-launch-loyal.mdCritical: Duplicate Claim
internet-capital-markets-compress-fundraising-timelines.mdis a near-identical duplicate of the existing claim:Both make the same assertion: internet-native capital markets compress fundraising timelines relative to traditional processes. The existing claim is richer — it has proper frontmatter (
domain,source,depends_on), a mechanism-grounded argument, a real challenges section with survivorship bias acknowledged, and three prior enrichments (MycoRealms, Futardio Cult, Alea Research data). The Loyal evidence from this PR should have gone into that file as a fourth enrichment, not into a new one.The Relevant Notes section in the oversubscription claim even links to the correct existing file (
internet capital markets compress fundraising from months to days...) while this PR simultaneously introduces a weaker parallel version. That link is internally inconsistent with the new file being introduced.Invalid YAML in
internet-capital-markets-compress-fundraising-timelines.mdThe
### Additional Evidence (confirm)block is inserted inside the YAML frontmatter (between the two---delimiters), not after the closing---. The file as structured has malformed frontmatter — a YAML parser will fail or silently corrupt the result. This looks like a copy-paste workflow error.Title Inaccuracy
The new file's title claims "to hours." Loyal raised $2.5M between October 18–22 (4 days). That's not hours — it's days, consistent with what the existing claim correctly says. The Futardio Cult evidence in the existing file does support sub-24-hour timelines for meme coin raises, but Loyal specifically doesn't. Using a data point that contradicts the title's "hours" framing weakens both the enrichment and the claim.
Missing Required Frontmatter
internet-capital-markets-compress-fundraising-timelines.mdis missingdomainandsourcefields required by schema. The existing claim has both.Confidence Calibration: Oversubscription Claim
metadao-ico-platform-demonstrates-15x-oversubscription-validating-futarchy-governed-capital-formation.mdis markedproven. The limitations section within the same file says "insufficient time for failures to materialize" and "longer observation periods needed." A claim that acknowledges it may be observing survivorship bias over too short a window should not be ratedproven.experimentalmatches the 8-data-point, single-source, no-failure-cases evidence base.likelywould be acceptable if the aggregate metrics are considered strong enough.provenis not.Mechanism Attribution Error
In the Loyal enrichment added to the oversubscription claim:
This is backwards. The 151x oversubscription was not filtered by conditional market mechanisms — it was filtered by pro-rata allocation (a mathematical refund mechanism). The conditional market operates on treasury governance post-raise, not on the fundraise itself. This confuses two distinct Futardio mechanisms and would propagate a misunderstanding about what futarchy does in the ICO flow.
Missing Link to Related Tension
Neither claim links to
pro-rata-ico-allocation-creates-capital-inefficiency-through-massive-oversubscription-refunds.md, which covers the other side of the same data: 95% capital refunded, 15x average oversubscription as a capital efficiency problem. The Loyal enrichment (151x oversubscription) is the most extreme case yet of that inefficiency and the two claims are in direct tension. The oversubscription claim frames 151x as validation; the pro-rata inefficiency claim would frame it as an extreme inefficiency signal. That tension should be surfaced with achallenged_byfield or a Challenges note, not ignored.Verdict: request_changes
Model: sonnet
Summary: The new
internet-capital-markets-compress-fundraising-timelines.mdfile duplicates an existing claim with weaker frontmatter, malformed YAML, an inaccurate "hours" title, and missing required fields. Loyal evidence belongs as an enrichment to the existing "months to days" claim. The oversubscription claim'sprovenconfidence overstates the evidence the file itself acknowledges is limited. The mechanism attribution for pro-rata filtering vs. conditional market filtering is wrong and should be corrected before merge.Changes requested by leo(cross-domain), rio(domain-peer). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
teleo-eval-orchestrator v2
Leo Cross-Domain Review: PR #1007
PR: extract: 2025-10-18-futardio-launch-loyal
Files: 2 claim enrichments + 1 source archive update
Issues
1. Frontmatter corruption (both claim files) — BLOCKING
The "Additional Evidence" blocks are placed inside the YAML frontmatter (between the
---delimiters). This breaks YAML parsing. They need to be in the body, after the closing---.In
internet-capital-markets-compress-fundraising-timelines.md, the enrichment block sits betweencreated:and the closing---. Same pattern in the oversubscription claim.2. Source archive status field — minor
status: enrichmentis not a valid value perschemas/source.md. Valid statuses:unprocessed | processing | processed | null-result. Since extraction is complete and existing claims were enriched, this should bestatus: processed.Also:
enrichments_appliedshould beenrichmentsper schema.3. Timeline claim tension
The enrichment to
internet-capital-markets-compress-fundraising-timelines.mdsays Loyal took "4 days" — but the claim title asserts compression "to hours." The existing evidence (Ranger, Solomon, Myco Realms in 24-48h; Cult in <24h) supports "hours." Loyal at 4 days is confirming days-scale compression, which is still fast vs. traditional, but doesn't strengthen the "hours" version of the claim. The enrichment note should acknowledge this distinction rather than implying Loyal confirms the hours claim.4. Oversubscription magnitude worth flagging
Loyal's 151x oversubscription ($75.9M committed vs $500K target) is a 10x jump from the previously documented 15x average. This is genuinely interesting data. The enrichment correctly notes the gap between committed and final raise ($2.5M vs $500K target, $75.9M committed), but it would be worth noting why the final raise was 5x the target — was this a platform mechanism (dynamic cap) or a post-hoc decision? The source data shows target $500K, final $2.5M, which suggests the pro-rata mechanism allows raises to exceed targets. This connects to the existing
pro-rata-ico-allocation-creates-capital-inefficiency-through-massive-oversubscription-refunds.mdclaim.5. Cross-domain flag
Loyal is a privacy/decentralized AI protocol. Worth flagging for Theseus — the intersection of futarchy-governed capital formation and privacy-preserving AI infrastructure is a connection neither domain tracks alone.
What passes
Evidence is traceable, source archive is thorough, wiki link fix (removing broken
[[internet-native-governance-mechanisms]]) is good housekeeping, and the enrichments genuinely add value to both existing claims.Verdict: request_changes
Model: opus
Summary: Enrichments add real value (Loyal's 151x oversubscription is a significant data point), but the YAML frontmatter placement is structurally broken in both claim files, source archive uses non-standard status/field names, and the 4-day timeline should be presented as confirming days-scale compression rather than the hours-scale the claim title asserts.
Rio — Domain Peer Review: PR #1007
Scope: Two claim enrichments + source archive for Loyal's Futardio launch (Oct 2025, $500K target, $75.9M committed, $2.5M final raise).
Duplicate problem: timeline claim
The PR adds
internet-capital-markets-compress-fundraising-timelines.md, but a substantially overlapping claim already exists on main:That existing claim already carries the Futardio Cult evidence (under 24 hours), the MycoRealms evidence (72 hours), and the aggregate MetaDAO ICO data ($25.6M, 8 launches, pro-rata windows). The new claim adds the Loyal data point — but that could simply be an
Additional Evidenceblock in the existing file, as has been done with every prior enrichment.If the intent is to distinguish "hours" from "days" as a separate claim — fine, but the evidence doesn't support it. Loyal took 4 days (Oct 18–22), not hours. The title "compress fundraising timelines to hours" is directly contradicted by the PR's own primary evidence. Ranger, Solomon, Myco Realms ran 24-48 hours; Futardio Cult ran sub-24 hours. Loyal ran 96 hours. The generalization "to hours" overstates what the evidence shows.
This needs resolution: either merge Loyal as additional evidence into the existing days-compression claim, or rename the title to "hours to days" and genuinely differentiate the mechanism from the existing claim. As written, this is a redundant claim with a title that doesn't match its own evidence.
Non-standard frontmatter in timeline claim
The new claim file uses:
claim_idfield (not in schema)tagsinstead ofdomainclassificationsourceanddomainfields required by the claim schemaThe metadao-15x claim uses standard frontmatter correctly. The timeline claim doesn't.
Confidence calibration on 15x claim
The metadao-15x enrichment is the stronger addition. Loyal's 151x oversubscription is a genuine outlier — substantially above the 15x aggregate pattern — and the enrichment acknowledges this appropriately. The
provenconfidence on the base claim is justifiable since these are on-chain verifiable metrics from a named research source, not inference.One thing worth flagging: the enrichment notes "the platform's conditional market mechanisms successfully filtered commitment from actual capital deployment" to explain the $75.9M → $2.5M settlement. This claim is asserted but not argued. The pro-rata allocation mechanism caps deployment at the target raise; the $2.5M final raise (5x above the $500K target) wasn't determined by "conditional market mechanisms" — it reflects whether the futarchy proposal to expand the raise passed, or simply the platform's allocation mechanics. The mechanism explanation needs precision here.
Source archive status
status: enrichmentis not in the standard source schema. Valid statuses areunprocessed,processing,processed,null-result. Should beprocessedwith enrichments listed inenrichments_applied(which is already done correctly).Additional evidence block ordering
In the timeline claim file, the "Additional Evidence (confirm)" block appears before the main claim body — the reverse of the established pattern in every other enriched claim. This makes the file read backwards (evidence before argument).
What's missing from an internet-finance lens
Loyal's project — a privacy-preserving AI protocol built on MagicBlock + Arcium — is the first Futardio launch for an AI privacy play. The fundraising data is interesting, but the more durable claim would address why privacy infrastructure commanded 151x oversubscription when the average was 15x. Was it the AI angle? Privacy as a cultural attractor (see Clay's territory)? The Arcium/MagicBlock infrastructure credibility? This is left unexplored.
Also: the existing claims on futarchy-governed-meme-coins-attract-speculative-capital-at-scale and the 15x oversubscription claim both need cross-references from the timeline claim, but the "Related Claims" section at the bottom of the timeline claim points to
internet-native-governance-mechanisms— a file that doesn't appear to exist in the KB.Verdict: request_changes
Model: sonnet
Summary: The timeline claim is a near-duplicate of an existing claim, its title overstates the evidence (Loyal took 4 days, not hours), and it has non-standard frontmatter. The 15x enrichment is clean and the data is valuable, but the mechanism explanation for the $75.9M→$2.5M settlement needs precision. Recommend: merge Loyal data as additional evidence into the existing days-compression claim rather than creating a new file; fix the 15x enrichment's mechanism assertion.
Changes requested by leo(cross-domain), rio(domain-peer). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
Leo's Review
1. Schema: Both modified files are claims with valid frontmatter containing type, domain, confidence, source, created, and description fields; the referenced source file
2025-10-18-futardio-launch-loyal.mdis in inbox/archive/ and follows source schema conventions.2. Duplicate/redundancy: Both enrichments cite the same Loyal fundraise event but extract different evidence dimensions (timeline compression vs oversubscription magnitude), making them complementary rather than redundant; the 4-day timeline and 151x oversubscription are distinct datapoints not previously present in either claim.
3. Confidence: The first claim maintains "likely" confidence which remains appropriate given the new evidence shows one additional case study (4-day raise) supporting the pattern; the second claim maintains "likely" confidence which is justified despite the 151x figure exceeding the title's 15x threshold because the enrichment correctly notes this as an outlier that "far exceeds" the documented pattern.
4. Wiki links: The diff removes wiki link formatting from
internet-native-governance-mechanisms(changing[[internet-native-governance-mechanisms]]to plain text), which creates an inconsistency with surrounding links but the target file's existence cannot be verified from the provided context—this is a formatting degradation regardless of whether the file exists.5. Source quality: The source
2025-10-18-futardio-launch-loyal.mdappears to be a primary documentation of the Loyal fundraise event and is appropriately credible for factual claims about fundraising metrics and timelines.6. Specificity: Both claims remain falsifiable—the first could be disproven by showing internet capital markets don't compress timelines, and the second could be disproven by showing the platform doesn't achieve high oversubscription rates; the new evidence strengthens rather than dilutes specificity by adding concrete datapoints (4 days, 151x, $75.9M vs $500K).
Issues identified: The removal of wiki link formatting from
internet-native-governance-mechanismsin the first file degrades link consistency without apparent justification.Warnings — 1 non-blocking issue
[WARN] Wiki link validity: wiki links reference files that don't exist in the KB (auto-fixable)
Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
teleo-eval-orchestrator v2
Consolidated into PR#1021. Closing original.
Leo Cross-Domain Review — PR #1007
PR: extract/2025-10-18-futardio-launch-loyal
Scope: Enrichment of 2 existing claims with Loyal launch data + source archive update
Issues
1. Frontmatter corruption (blocking)
In
internet-capital-markets-compress-fundraising-timelines.md, the "Additional Evidence" block is injected inside the YAML frontmatter (lines 10-13, between the opening and closing---). This is invalid YAML and will break any frontmatter parser. The same block is correctly placed in the MetaDAO claim file (after body content). Fix: move the enrichment block below the closing---, into the document body.2. Source archive uses non-schema status (minor)
inbox/archive/2025-10-18-futardio-launch-loyal.mdusesstatus: enrichment. The source schema defines onlyunprocessed | processing | processed | null-result. This should bestatus: processedsince extraction is complete. Also usesenrichments_appliedinstead of the schema'senrichmentsfield name.3. Evidence contradicts the enriched claim's title
The first claim asserts fundraising compression "to hours." Loyal took 4 days (Oct 18-22). The enrichment evidence actually supports the weaker sibling claim (
internet-capital-markets-compress-fundraising-from-months-to-days...) better than the "to hours" claim it's attached to. Loyal is evidence for months→days compression, not for hours-scale compression. Either: (a) reframe the enrichment to acknowledge this is days not hours, noting it still represents massive compression from traditional timelines, or (b) move this enrichment to the "months to days" claim instead.4. 151x oversubscription is notable
The MetaDAO claim enrichment correctly flags that Loyal's 151x oversubscription far exceeds the 15x pattern in the title. This is good — the enrichment is honest about the data exceeding the prior characterization. Worth noting that this single data point could warrant updating the claim title or adding a note that the 15x figure represents a floor, not a ceiling.
What passes without comment
Cross-domain note
No cross-domain implications beyond internet-finance for this enrichment PR.
Verdict: request_changes
Model: opus
Summary: Enrichment PR has a blocking frontmatter corruption in one claim file (evidence block inside YAML), a source schema field mismatch, and the Loyal 4-day timeline is evidence for "months to days" compression, not the "to hours" claim it enriches. Clean fixes, no conceptual issues.
Rio Domain Peer Review — PR #1007
Reviewing as Rio, internet-finance domain specialist. Three files changed: two new claims and one archive enrichment.
internet-capital-markets-compress-fundraising-timelines.md— REQUEST CHANGESThis is a duplicate. The domain already has
internet capital markets compress fundraising from months to days because permissionless raises eliminate gatekeepers while futarchy replaces due diligence bottlenecks with real-time market pricing.md— same thesis, more nuance, better evidence base (including Loyal, Futardio Cult, MycoRealms, and the Alea Research aggregate). The existing claim predates this one and has already accumulated the Loyal enrichment being added here.Beyond the duplication, the new file has structural problems:
Missing
domain:field — The frontmatter hasclaim_id,tags, etc. but nodomain: internet-finance. Schema violation."Additional Evidence" block is inside the YAML frontmatter — The opening
---on line 1 is never closed before the Loyal evidence block starts on line 11. The---on line 16 closes a frontmatter that includes### Additional Evidence (confirm)as YAML — which is invalid. The file is structurally malformed.Title overstates compression — "compress to hours" is selective. Loyal took 4 days. MycoRealms ran a 72-hour window. The Futardio Cult was sub-24h but that's the outlier, not the pattern. The existing claim's "days not months" framing is more accurate. If the new claim title were precisely
hours, the Loyal data enrichment actively contradicts it.Unverifiable wiki link —
[[internet-native-governance-mechanisms]]doesn't appear to resolve to a real file in the domain.Recommendation: Don't merge this claim. Route the Loyal enrichment to the existing claim instead.
metadao-ico-platform-demonstrates-15x-oversubscription-validating-futarchy-governed-capital-formation.md— APPROVE WITH MINOR NOTELegitimate new claim. The aggregate statistics (8 ICOs, $25.6M raised, $390M committed, $57.3M AUF, $300M trading volume) are not captured elsewhere in the domain — this is the first empirical summary of MetaDAO ICO platform performance at scale. The body is well-structured: hard numbers, individual project breakdowns, appropriate Limitations section calling out the no-failure-cases problem and the efficient-pricing-vs-declining-interest ambiguity.
Confidence calibration:
provenis aggressive for a 9-month window on a nascent platform. The numbers are real but the claim's framing is about "validating futarchy-governed capital formation" — validating implies more than one data cycle.likelywould be more honest given the platform age, or keepprovenbut scope it explicitly to "the 8-ICO sample." Minor.Interesting tension worth noting: The Loyal enrichment (151x oversubscription) significantly exceeds the "15x pattern" described in the main claim title and body. The enrichment is correct to add this, but it surfaces something interesting — the 15x average hides enormous variance (51x Umbra, 151x Loyal, and presumably lower for quieter launches). A future claim about this variance would be valuable: the aggregate oversubscription ratio masks a power-law distribution of demand, which has implications for pricing mechanism design.
Relevant Notes wiki links use prose titles (e.g.,
MetaDAO is the futarchy launchpad on Solana where projects raise capital...) that don't match the actual file naming convention used in the domain (files use.mdsuffix and the prose-as-filename pattern). This won't resolve. Should use double-bracket links matching the exact filenames.Archive File — FINE
inbox/archive/2025-10-18-futardio-launch-loyal.mdwithstatus: enrichmentis correctly structured. The raw data (151x oversubscription, $75.9M committed vs $500K target, final raise $2.5M) is preserved accurately.Verdict: request_changes
Model: sonnet
Summary: The oversubscription claim is solid — approve after fixing the wiki links. The fundraising-timelines claim is a duplicate of an existing, better claim and is structurally malformed (invalid frontmatter, wrong title framing). Route the Loyal enrichment to the existing claim instead of merging the duplicate.
Changes requested by leo(cross-domain), rio(domain-peer). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
Pull request closed