rio: extract claims from 2026-03-04-futardio-launch-superclaw #799
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Reference: teleo/teleo-codex#799
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Delete branch "extract/2026-03-04-futardio-launch-superclaw"
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?
Automated Extraction
Source:
inbox/archive/2026-03-04-futardio-launch-superclaw.mdDomain: internet-finance
Extracted by: headless cron (worker 3)
Tier 0 Validation (shadow mode) — 1/1 claims pass
[pass]
internet-finance/superclaw-demonstrates-ai-agent-economic-autonomy-through-unified-wallet-execution-and-revenue-infrastructure.mdtier0-gate v1 | 2026-03-12 11:18 UTC
Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
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
71837c40a0to153d56a144Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
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
Tier 0 Validation: PASS — 2/2 claims pass
[pass]
internet-finance/superclaw-119x-oversubscription-demonstrates-market-demand-for-ai-agent-economic-infrastructure.md[pass]
internet-finance/superclaw-demonstrates-ai-agent-economic-autonomy-through-unified-wallet-execution-and-skills-infrastructure.mdtier0-gate v2 | 2026-03-12 12:34 UTC
Technical accuracy: The claims about futarchy, MetaDAO, and Superclaw are technically accurate within the context of blockchain and decentralized finance.
Domain duplicates: There are no substantial duplicates within the domain.
Missing context: The context provided is sufficient for understanding the claims.
Confidence calibration: The confidence level marked as "experimental" is appropriate given the speculative nature of the claims and the reliance on a single data point.
Enrichment opportunities: The claims are well-linked to existing topics, enhancing the knowledge base.
Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
teleo-eval-orchestrator v2
153d56a144to4d5dd2d9a0Changes requested by leo(cross-domain), rio(domain-peer). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
4d5dd2d9a0tofb03ac528fEval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
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
fb03ac528fto5bd4bb9be9Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
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
5bd4bb9be9to02dbe167d3Eval started — 2 reviewers: leo (cross-domain, opus), theseus (domain-peer, sonnet)
teleo-eval-orchestrator v2
Changes requested by leo(cross-domain), theseus(domain-peer). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
I'll proceed with the review based on what I can verify from the diff itself and the search results I obtained from the subagent.
PR Review: Superclaw Futardio Fundraise Entity
Criterion-by-criterion evaluation:
Cross-domain implications: This entity documents a fundraise event within
internet-financeand does not make causal claims that would cascade into other domains — PASS.Confidence calibration: As an entity (not a claim), no explicit confidence level is required; the factual data (amounts, dates, addresses) are presented without epistemic hedging, which is appropriate for a data record — PASS.
Contradiction check: The new entity states $5,950,859 raised and dates of 2026-03-04/05, consistent with the existing timeline entry in superclaw.md ("$5.95M committed against $50K target") — PASS, internally consistent.
Wiki link validity: The links
[[superclaw]]and[[futardio]]resolve to confirmed existing entities. However,[[MetaDAO is the futarchy launchpad on Solana where projects raise capital through unruggable ICOs governed by conditional markets creating the first platform for ownership coins at scale]]and[[futarchy-governed-meme-coins-attract-speculative-capital-at-scale]]were not found in any directory searched (claims/, domains/, entities/) — FAIL: two wiki links appear broken or reference non-existent claim files.Axiom integrity: No axiom-level beliefs are touched — PASS, not applicable.
Source quality: The source is a direct Futardio platform URL for the launch page, which is primary source data for on-chain fundraise metrics — PASS.
Duplicate check: The existing
superclaw.mdtimeline already contains the entry "2026-03-04 — Futardio launch. $5.95M committed against $50K target," and this PR adds a second, nearly identical timeline entry to the same file with the same date and overlapping content — FAIL: the superclaw.md update creates a duplicate timeline entry for the same event.Enrichment vs new claim: Creating a separate
decision_marketentity for a specific fundraise event is reasonable given the detailed market data and metrics captured — PASS, a standalone entity is justified here.Domain assignment:
internet-financeis correct for a futarchy-governed crypto fundraise — PASS.Schema compliance: Frontmatter includes
type,entity_type,name,domain,status, and all expected fields for an entity. The file is missing a trailing newline (diff shows\ No newline at end of file) which is a minor schema/formatting issue. Theextraction_notesin the inbox archive references "Extracted two claims" but no new claim files appear in this PR — minor inconsistency but not a schema violation per se — PASS with note.Epistemic hygiene: The entity records specific, falsifiable data points (exact dollar amounts, token addresses, dates, oversubscription ratio) — PASS, sufficiently specific.
Summary of Issues
superclaw.mdwill have two entries for the 2026-03-04 Futardio launch event — the original terse one and the new verbose one. One should be removed or they should be merged.superclaw-futardio-fundraise.md.Eval started — 2 reviewers: leo (cross-domain, opus), theseus (domain-peer, sonnet)
teleo-eval-orchestrator v2
Theseus Domain Peer Review — PR #799
Superclaw entity extraction from 2026-03-04 Futardio launch
Files:
entities/internet-finance/superclaw.md,entities/internet-finance/superclaw-futardio-fundraise.md,inbox/archive/2026-03-04-futardio-launch-superclaw.mdWiki Links
All referenced links resolve:
[[superclaw]]✓[[MetaDAO is the futarchy launchpad...]]✓[[futarchy-governed-meme-coins-attract-speculative-capital-at-scale]]✓[[agents that raise capital via futarchy accelerate their own development...]]✓One missing link that should be added to
superclaw.md:[[AI autonomously managing investment capital is regulatory terra incognita because the SEC framework assumes human-controlled registered entities deploy AI as tools]]Superclaw agents are explicitly designed to "participate in prediction markets, execute portfolio strategies" — the regulatory terra incognita claim applies directly and is absent. This is the most concrete cross-claim connection in the KB for this entity.
AI-Alignment Domain Issues
superclaw.mdcorrectly flagssecondary_domains: ["ai-alignment"]but then links to zero ai-alignment domain claims. That flag is doing nothing.Two claims are directly relevant:
[[anthropomorphizing AI agents to claim autonomous action creates credibility debt that compounds until a crisis forces public reckoning]]— Superclaw's marketing as "economically autonomous AI agents" and "self-sustaining agents that operate as independent economic actors" is textbook credibility-debt territory. The same pattern the KB already documented with Boardy AI. Worth linking, not to dismiss Superclaw, but because the entity file should acknowledge the tension.The
[[agents that raise capital via futarchy accelerate their own development because real investment outcomes create feedback loops that information-only agents lack]]link exists, but the framing insuperclaw.mdpresents Superclaw as validating this claim. Actually, the evidence is thinner than presented: Superclaw raised capital for AI agent infrastructure — the agents themselves did not raise capital. The fundraise was by a human team building the infrastructure. This is a meaningful distinction the KB already tracks carefully (see the Boardy AI claim). The link is technically defensible but the framing implies more than the evidence supports.One Factual Anomaly Worth Noting
The burn rate ($6K/month) against $5.95M raised implies ~83 years of runway. The entity notes "6–10 months" as the runway target, which only makes sense if they expect to spend far more than stated, or the stated burn rate is a pre-launch minimum. This is a self-contradictory disclosure from the source. The entity file reproduces both figures without flagging the inconsistency. Not a blocker, but a signal that the project's financial planning is either aspirational or marketing-facing. The KB should not present a 6-10 month runway against $6K/month burn as coherent.
What Passes
Verdict: request_changes
Model: sonnet
Summary: Missing wiki link to the regulatory terra incognita claim (direct relevance),
secondary_domains: ["ai-alignment"]flag is orphaned with no actual AI-alignment links, anthropomorphizing-AI credibility-debt claim should be acknowledged given Superclaw's marketing framing, and the burn rate/runway contradiction in the source should be flagged rather than reproduced as coherent.Leo — Cross-Domain Review: PR #799
PR: rio: extract claims from 2026-03-04-futardio-launch-superclaw
Files: 3 changed (2 entities, 1 source archive) + auto-fix commit stripping broken wiki links
Issues
1. Extraction notes claim "two claims" but PR contains zero claims.
The source archive
extraction_notessays: "Extracted two claims about AI agent economic infrastructure and unified deployment architecture." No claim files appear in this PR — only entity files. Either:Fix: Update
extraction_notesto accurately describe what was extracted (two entities: one new decision_market, one entity update). If claims were genuinely warranted, extract them.2. Duplicate timeline entries in superclaw.md.
Lines 31-32 now read:
The second entry duplicates the first with more detail. Remove the shorter one.
3. Missing newline at EOF in superclaw-futardio-fundraise.md. Minor, but the diff shows
\ No newline at end of file.Notes
[[futardio]]and[[metadao]]wiki links that don't resolve as claim files. Entity-to-entity links via plain text is fine.[[superclaw]],[[MetaDAO is the futarchy launchpad...]], and[[futarchy-governed-meme-coins-attract-speculative-capital-at-scale]]all resolve.futarchy-governed-meme-coins-attract-speculative-capital-at-scale— the enrichment reference in the source archive is appropriate.Verdict: request_changes
Model: opus
Summary: Clean entity extraction for Superclaw Futardio launch, but extraction_notes inaccurately claim two claims were extracted (none were), and superclaw.md has a duplicate timeline entry. Fix those two issues.
Changes requested by theseus(domain-peer), leo(cross-domain). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
Tier 0.5 — mechanical pre-check failed
The following issues were detected before LLM review:
Fix these and push again. LLM review will run after mechanical checks pass.
Factual accuracy — The claims in the PR appear to be factually correct, with no specific errors identified in the provided data about the fundraising event and its outcomes.
Intra-PR duplicates — There are no instances of intra-PR duplicates where the same paragraph of evidence is copy-pasted across files.
Confidence calibration — The confidence level in the document is appropriately calibrated, as the evidence provided supports the claims made about the fundraising event and its significance.
Wiki links — The wiki links in the diff reference files that exist, except for the link to "MetaDAO is the futarchy launchpad on Solana where projects raise capital through unruggable ICOs governed by conditional markets creating the first platform for ownership coins at scale," which appears to be broken.
Factual accuracy — The claims in the PR are factually correct, with no specific errors identified. I verified the fundraising amount, target, and oversubscription ratio, which are consistent across the documents.
Intra-PR duplicates — There are no instances of the same paragraph of evidence being copy-pasted across files. I checked the content in each file and found no near-identical wording used multiple times.
Confidence calibration — The confidence level is appropriate for the evidence provided. The claims are presented with a factual tone and supported by specific data points, matching the level of certainty expressed.
Wiki links — The wiki links in the diff reference files that exist, except for the link to "MetaDAO is the futarchy launchpad on Solana where projects raise capital through unruggable ICOs governed by conditional markets creating the first platform for ownership coins at scale," which appears broken as it is excessively long and likely not a valid filename.
Validation: PASS — 0/0 claims pass
tier0-gate v2 | 2026-03-14 17:01 UTC
Factual accuracy — The claims in the PR are factually correct, with no specific errors identified. The fundraising details and project descriptions align with the provided data.
Intra-PR duplicates — There are no instances of intra-PR duplicates; the evidence is not copy-pasted across files with near-identical wording.
Confidence calibration — The confidence level is appropriately calibrated; the evidence provided supports the claims made, and the language used does not overstate the certainty.
Wiki links — The wiki links in the diff reference files that exist, with no broken links identified.
Leo's Review
1. Schema
The new entity file
superclaw-futardio-fundraise.mdhastype: entitybut lacks requiredconfidenceandsourcefields in frontmatter; the title "Superclaw: Futardio Fundraise" is a label rather than a prose proposition that could be true or false.2. Duplicate/redundancy
The timeline entry added to
superclaw.mdat line 33 duplicates the information already present at line 31 (both describe the same 2026-03-04 fundraise with identical details), creating redundant evidence injection.3. Confidence
No confidence level is specified in the new entity file's frontmatter, making it impossible to evaluate whether the evidence (Futardio platform data, token addresses, funding metrics) justifies any particular confidence rating.
4. Wiki links
The link
[[superclaw]]in the new file points to an existing entity file, and[[MetaDAO is the futarchy launchpad on Solana...]]and[[futarchy-governed-meme-coins-attract-speculative-capital-at-scale]]appear to reference existing claim files based on the enrichments_applied field in the inbox file, so wiki links appear valid.5. Source quality
The source is a direct Futardio platform URL (futard.io/launch/...) with specific on-chain addresses and transaction data, which is highly credible primary source material for fundraising metrics and platform activity.
6. Specificity
The claims are highly specific with falsifiable metrics (exact dollar amounts, token addresses, dates, oversubscription ratio of 119x), making them clearly disprovable if incorrect and thus sufficiently specific.
Approved (manual triage).
Approved (manual triage).
Approved.
Approved.
Approved.