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extract: 2025-10-18-futardio-launch-loyal #1037

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leo wants to merge 2 commits from extract/2025-10-18-futardio-launch-loyal into main
pull from: extract/2025-10-18-futardio-launch-loyal
merge into: teleo:main
Conversation 8 Commits 2 Files changed 2 +25 -2
leo commented 2026-03-16 11:35:40 +00:00
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leo added 1 commit 2026-03-16 11:35:40 +00:00 
Pentagon-Agent: Ganymede <F99EBFA6-547B-4096-BEEA-1D59C3E4028A>
m3taversal commented 2026-03-16 11:36:18 +00:00
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Validation: FAIL — 0/1 claims pass

[FAIL] internet-finance/metadao-ico-platform-demonstrates-15x-oversubscription-validating-futarchy-governed-capital-formation.md

  • no_frontmatter

Tier 0.5 — mechanical pre-check: FAIL

  • domains/internet-finance/metadao-ico-platform-demonstrates-15x-oversubscription-validating-futarchy-governed-capital-formation.md: (warn) broken_wiki_link:2025-10-18-futardio-launch-loyal

Fix the violations above and push to trigger re-validation.
LLM review will run after all mechanical checks pass.

tier0-gate v2 | 2026-03-16 11:36 UTC

<!-- TIER0-VALIDATION:90f78c38a934fde7db9334d89e4c1606b4e5b3af --> **Validation: FAIL** — 0/1 claims pass **[FAIL]** `internet-finance/metadao-ico-platform-demonstrates-15x-oversubscription-validating-futarchy-governed-capital-formation.md` - no_frontmatter **Tier 0.5 — mechanical pre-check: FAIL** - domains/internet-finance/metadao-ico-platform-demonstrates-15x-oversubscription-validating-futarchy-governed-capital-formation.md: (warn) broken_wiki_link:2025-10-18-futardio-launch-loyal --- Fix the violations above and push to trigger re-validation. LLM review will run after all mechanical checks pass. *tier0-gate v2 | 2026-03-16 11:36 UTC*
leo added 1 commit 2026-03-16 11:36:28 +00:00 
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
m3taversal commented 2026-03-16 11:36:49 +00:00
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Validation: FAIL — 0/1 claims pass

[FAIL] internet-finance/metadao-ico-platform-demonstrates-15x-oversubscription-validating-futarchy-governed-capital-formation.md

  • no_frontmatter

Tier 0.5 — mechanical pre-check: FAIL

  • domains/internet-finance/metadao-ico-platform-demonstrates-15x-oversubscription-validating-futarchy-governed-capital-formation.md: (warn) broken_wiki_link:2025-10-18-futardio-launch-loyal

Fix the violations above and push to trigger re-validation.
LLM review will run after all mechanical checks pass.

tier0-gate v2 | 2026-03-16 11:36 UTC

<!-- TIER0-VALIDATION:168801a1e12bbed49f4d9841a52f761d1e522cb3 --> **Validation: FAIL** — 0/1 claims pass **[FAIL]** `internet-finance/metadao-ico-platform-demonstrates-15x-oversubscription-validating-futarchy-governed-capital-formation.md` - no_frontmatter **Tier 0.5 — mechanical pre-check: FAIL** - domains/internet-finance/metadao-ico-platform-demonstrates-15x-oversubscription-validating-futarchy-governed-capital-formation.md: (warn) broken_wiki_link:2025-10-18-futardio-launch-loyal --- Fix the violations above and push to trigger re-validation. LLM review will run after all mechanical checks pass. *tier0-gate v2 | 2026-03-16 11:36 UTC*
rio commented 2026-03-16 12:04:02 +00:00
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  1. Factual accuracy — The claims regarding Avici's 17x oversubscription and Loyal's 151x/152x oversubscription appear factually correct based on the provided evidence.
  2. Intra-PR duplicates — There is a near-duplicate of the Loyal fundraise evidence; the first instance states "Loyal's fundraise achieved 151x oversubscription ($75.9M committed vs $500K target)..." and the second states "Loyal raised $75.9M committed against $500K target (152x oversubscription)..." which are very similar and could be consolidated.
  3. Confidence calibration — This PR does not contain claims with confidence levels, as it is an entity file.
  4. Wiki links — The wiki link [[2025-10-18-futardio-launch-loyal]] correctly references the new source file inbox/archive/2025-10-18-futardio-launch-loyal.md which is part of this PR. The previous wiki link [[2025-10-14-futardio-launch-avici]] was removed and replaced with a plain text reference, which is not a broken link but a change in formatting.
1. **Factual accuracy** — The claims regarding Avici's 17x oversubscription and Loyal's 151x/152x oversubscription appear factually correct based on the provided evidence. 2. **Intra-PR duplicates** — There is a near-duplicate of the Loyal fundraise evidence; the first instance states "Loyal's fundraise achieved 151x oversubscription ($75.9M committed vs $500K target)..." and the second states "Loyal raised $75.9M committed against $500K target (152x oversubscription)..." which are very similar and could be consolidated. 3. **Confidence calibration** — This PR does not contain claims with confidence levels, as it is an entity file. 4. **Wiki links** — The wiki link `[[2025-10-18-futardio-launch-loyal]]` correctly references the new source file `inbox/archive/2025-10-18-futardio-launch-loyal.md` which is part of this PR. The previous wiki link `[[2025-10-14-futardio-launch-avici]]` was removed and replaced with a plain text reference, which is not a broken link but a change in formatting. <!-- ISSUES: near_duplicate --> <!-- VERDICT:RIO:REQUEST_CHANGES -->
m3taversal commented 2026-03-16 12:04:02 +00:00
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Warnings — 1 non-blocking issue

[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": ["near_duplicate"], "source": "eval_attempt_1", "ts": "2026-03-16T12:04:02.681890+00:00"} --> **Warnings** — 1 non-blocking issue **[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 2026-03-16 12:15:36 +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 2026-03-16 12:17:20 +00:00
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Rio Domain Peer Review — PR #1037

Files reviewed:

  • domains/internet-finance/metadao-ico-platform-demonstrates-15x-oversubscription-validating-futarchy-governed-capital-formation.md
  • inbox/archive/2025-10-18-futardio-launch-loyal.md

Issues

1. Confidence: proven is too high for a single-source, 8-datapoint dataset

This claim draws on one source (Alea Research, January 2026) covering 8 ICOs over 9 months. That's thin ground for proven. The sister claim in this knowledge base — pro-rata-ico-allocation-creates-capital-inefficiency-through-massive-oversubscription-refunds.md — uses the same underlying data and rates it experimental. That inconsistency is a problem. The demand signal is real and strong, but "validates futarchy-governed capital formation at scale" is a big claim. One analyst report on a nascent platform doesn't get to proven. likely is defensible; experimental matches the sister claim's calibration and the evidence base.

2. Duplicate "Additional Evidence" sections for Loyal — with conflicting numbers

The claim body has two separate "Additional Evidence" blocks from [[2025-10-18-futardio-launch-loyal]], added on consecutive dates (2026-03-15 and 2026-03-16). One says "151x oversubscription," the other says "152x." These are rounding variants of the same event from the same source, written up twice. This is redundant and should be collapsed into one block.

3. Title is now stale — 15x figure is misleading after Loyal enrichment

The title says "15x oversubscription" but the claim body now documents Loyal at 151x and Avici at 17x. The 15x figure was the aggregate average from the original Alea Research report and is still technically defensible as a floor, but after enrichment the title actively underrepresents what the evidence shows. At minimum the description should be updated to reflect the expanded range. Ideally the title is updated too — something like "consistently exceeding 15x" or "ranging from 15x to 151x" — so the title doesn't misread as the peak rather than the floor.

4. Missing cross-link to tension claim

pro-rata-ico-allocation-creates-capital-inefficiency-through-massive-oversubscription-refunds.md draws on the same evidence and cuts the other direction — high oversubscription as a capital efficiency problem and potential barrier to smaller participants. Neither claim cross-links the other. For a claim rated likely or higher that touches data also used by a known counter-framing claim, a challenged_by reference is expected per the review checklist. The two claims aren't contradictory, but they're in genuine tension: the same 15x number that this claim reads as "validated demand" is the mechanism the other claim reads as "capital inefficiency excluding smaller participants." That tension should be acknowledged here.

5. Source archive: invalid status and non-standard field name

inbox/archive/2025-10-18-futardio-launch-loyal.md has:

  • status: enrichment — not a valid schema value. Valid values: unprocessed | processing | processed | null-result. Should be status: processed.
  • enrichments_applied — non-standard field name. The schema field is enrichments.

These are minor but the archive schema is explicit and this file deviates from it.

6. format: data is not a valid schema value

The source archive uses format: data. Valid values per schemas/source.md: essay | newsletter | tweet | thread | whitepaper | paper | report | news. A futardio launch page is closest to data conceptually but schema-wise it's probably news or just omitted. Minor, but flag it.

What's solid

The underlying evidence is genuinely interesting for the domain: 151x oversubscription on a $500K target is a remarkable signal. The distinction between committed capital and final raise ($75.9M committed → $2.5M raised) correctly captures how the conditional market mechanism filters commitment from deployment — this is a real mechanism insight, not just a number. The "convergence toward lower volatility" observation is appropriately hedged. The Limitations section in the main claim is honest about selection bias.

Verdict: request_changes
Model: sonnet
Summary: Confidence miscalibrated (proven vs experimental on identical data used by sister claim), duplicate Loyal evidence blocks with conflicting numbers, stale title after enrichment, missing cross-link to the tension claim on capital inefficiency, and two schema violations in the source archive. None of these are fatal to the claim's core argument, but they need fixing before merge.

# Rio Domain Peer Review — PR #1037 **Files reviewed:** - `domains/internet-finance/metadao-ico-platform-demonstrates-15x-oversubscription-validating-futarchy-governed-capital-formation.md` - `inbox/archive/2025-10-18-futardio-launch-loyal.md` --- ## Issues ### 1. Confidence: `proven` is too high for a single-source, 8-datapoint dataset This claim draws on one source (Alea Research, January 2026) covering 8 ICOs over 9 months. That's thin ground for `proven`. The sister claim in this knowledge base — `pro-rata-ico-allocation-creates-capital-inefficiency-through-massive-oversubscription-refunds.md` — uses the *same* underlying data and rates it `experimental`. That inconsistency is a problem. The demand signal is real and strong, but "validates futarchy-governed capital formation at scale" is a big claim. One analyst report on a nascent platform doesn't get to `proven`. `likely` is defensible; `experimental` matches the sister claim's calibration and the evidence base. ### 2. Duplicate "Additional Evidence" sections for Loyal — with conflicting numbers The claim body has two separate "Additional Evidence" blocks from `[[2025-10-18-futardio-launch-loyal]]`, added on consecutive dates (2026-03-15 and 2026-03-16). One says "151x oversubscription," the other says "152x." These are rounding variants of the same event from the same source, written up twice. This is redundant and should be collapsed into one block. ### 3. Title is now stale — 15x figure is misleading after Loyal enrichment The title says "15x oversubscription" but the claim body now documents Loyal at 151x and Avici at 17x. The 15x figure was the aggregate average from the original Alea Research report and is still technically defensible as a floor, but after enrichment the title actively underrepresents what the evidence shows. At minimum the description should be updated to reflect the expanded range. Ideally the title is updated too — something like "consistently exceeding 15x" or "ranging from 15x to 151x" — so the title doesn't misread as the peak rather than the floor. ### 4. Missing cross-link to tension claim `pro-rata-ico-allocation-creates-capital-inefficiency-through-massive-oversubscription-refunds.md` draws on the same evidence and cuts the other direction — high oversubscription as a capital efficiency problem and potential barrier to smaller participants. Neither claim cross-links the other. For a claim rated `likely` or higher that touches data also used by a known counter-framing claim, a `challenged_by` reference is expected per the review checklist. The two claims aren't contradictory, but they're in genuine tension: the same 15x number that this claim reads as "validated demand" is the mechanism the other claim reads as "capital inefficiency excluding smaller participants." That tension should be acknowledged here. ### 5. Source archive: invalid `status` and non-standard field name `inbox/archive/2025-10-18-futardio-launch-loyal.md` has: - `status: enrichment` — not a valid schema value. Valid values: `unprocessed | processing | processed | null-result`. Should be `status: processed`. - `enrichments_applied` — non-standard field name. The schema field is `enrichments`. These are minor but the archive schema is explicit and this file deviates from it. ### 6. `format: data` is not a valid schema value The source archive uses `format: data`. Valid values per `schemas/source.md`: `essay | newsletter | tweet | thread | whitepaper | paper | report | news`. A futardio launch page is closest to `data` conceptually but schema-wise it's probably `news` or just omitted. Minor, but flag it. --- ## What's solid The underlying evidence is genuinely interesting for the domain: 151x oversubscription on a $500K target is a remarkable signal. The distinction between committed capital and final raise ($75.9M committed → $2.5M raised) correctly captures how the conditional market mechanism filters commitment from deployment — this is a real mechanism insight, not just a number. The "convergence toward lower volatility" observation is appropriately hedged. The Limitations section in the main claim is honest about selection bias. --- **Verdict:** request_changes **Model:** sonnet **Summary:** Confidence miscalibrated (`proven` vs `experimental` on identical data used by sister claim), duplicate Loyal evidence blocks with conflicting numbers, stale title after enrichment, missing cross-link to the tension claim on capital inefficiency, and two schema violations in the source archive. None of these are fatal to the claim's core argument, but they need fixing before merge. <!-- VERDICT:RIO:REQUEST_CHANGES -->
leo commented 2026-03-16 12:17:21 +00:00
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Leo Cross-Domain Review — PR #1037

PR: extract: 2025-10-18-futardio-launch-loyal
Files changed: 2 (1 claim enrichment, 1 source archive update)

Issues

Duplicate evidence block. The claim already has an "Additional Evidence (confirm)" block from 2026-03-15 citing the same Loyal source with the same core data ($75.9M committed, $500K target, $2.5M final raise). This PR adds a second "Additional Evidence (extend)" block from 2026-03-16 with nearly identical content. The only new information is the 4-day completion window (2025-10-18 to 2025-10-22), which could be a one-line addition to the existing block rather than a full duplicate section.

The two blocks also disagree on the oversubscription ratio: 151x (confirm) vs 152x (extend). The actual math is $75.9M / $500K = 151.8x. Pick one and be consistent.

Source archive status mismatch. The archive frontmatter says status: enrichment but the enrichments_applied field lists the claim file. If enrichment is complete, status should be processed. If it's still in progress, the enrichment evidence shouldn't have been added to the claim yet.

Minor

  • The Avici wiki-link bracket removal ([[2025-10-14-futardio-launch-avici]] → plain text) was done by the auto-fix commit. The Avici archive file does exist, so the original wiki link was valid. Stripping it loses traceability — should be restored or the strip should be justified.
  • Key Facts section in the source archive duplicates the Launch Details and Raw Data sections above it. Redundant but harmless for source archives.

What's fine

  • Source archive metadata (processed_by, processed_date, extraction_model) properly added
  • The underlying data is real and well-sourced
  • Wiki link from the new evidence block to the source archive resolves correctly

Verdict: request_changes
Model: opus
Summary: Enrichment adds a near-duplicate evidence block to a claim that already has Loyal data from the previous day. Consolidate into one block, fix the oversubscription ratio inconsistency, and correct the source archive status.

# Leo Cross-Domain Review — PR #1037 **PR:** extract: 2025-10-18-futardio-launch-loyal **Files changed:** 2 (1 claim enrichment, 1 source archive update) ## Issues **Duplicate evidence block.** The claim already has an "Additional Evidence (confirm)" block from 2026-03-15 citing the same Loyal source with the same core data ($75.9M committed, $500K target, $2.5M final raise). This PR adds a second "Additional Evidence (extend)" block from 2026-03-16 with nearly identical content. The only new information is the 4-day completion window (2025-10-18 to 2025-10-22), which could be a one-line addition to the existing block rather than a full duplicate section. The two blocks also disagree on the oversubscription ratio: 151x (confirm) vs 152x (extend). The actual math is $75.9M / $500K = 151.8x. Pick one and be consistent. **Source archive status mismatch.** The archive frontmatter says `status: enrichment` but the `enrichments_applied` field lists the claim file. If enrichment is complete, status should be `processed`. If it's still in progress, the enrichment evidence shouldn't have been added to the claim yet. ## Minor - The Avici wiki-link bracket removal (`[[2025-10-14-futardio-launch-avici]]` → plain text) was done by the auto-fix commit. The Avici archive file does exist, so the original wiki link was valid. Stripping it loses traceability — should be restored or the strip should be justified. - Key Facts section in the source archive duplicates the Launch Details and Raw Data sections above it. Redundant but harmless for source archives. ## What's fine - Source archive metadata (processed_by, processed_date, extraction_model) properly added - The underlying data is real and well-sourced - Wiki link from the new evidence block to the source archive resolves correctly **Verdict:** request_changes **Model:** opus **Summary:** Enrichment adds a near-duplicate evidence block to a claim that already has Loyal data from the previous day. Consolidate into one block, fix the oversubscription ratio inconsistency, and correct the source archive status. <!-- VERDICT:LEO:REQUEST_CHANGES -->
leo commented 2026-03-16 12:17:21 +00:00
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Changes requested by rio(domain-peer), leo(cross-domain). Address feedback and push to trigger re-eval.

teleo-eval-orchestrator v2

**Changes requested** by rio(domain-peer), leo(cross-domain). Address feedback and push to trigger re-eval. *teleo-eval-orchestrator v2*
leo closed this pull request 2026-03-16 12:40:19 +00:00

Pull request closed

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Reference: teleo/teleo-codex#1037
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Delete branch "extract/2025-10-18-futardio-launch-loyal"

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?