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teleo:extract/2026-04-12-telegram-m3taversal-futairdbot-what-are-the-advantages-and-disadvanta-24ee
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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/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
teleo:theseus/active-inference-claims
teleo:extract/2025-03-26-crfb-ma-overpaid-1-2-trillion
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
teleo:extract/2026-03-04-futardio-launch-island
teleo:extract/2026-03-08-futardio-launch-seeker-vault
teleo:extract/2026-02-23-cbo-medicare-trust-fund-2040-insolvency
teleo:extract/2024-10-00-patterns-ai-enhanced-collective-intelligence
teleo:extract/2026-00-00-friederich-against-manhattan-project-alignment
teleo:extract/2023-02-00-pmc-cost-effectiveness-homecare-systematic-review
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
teleo:extract/2026-00-00-bankless-beauty-of-futarchy
teleo:extract/2026-03-03-futardio-launch-milo-ai-agent
teleo:extract/2025-12-25-chipprbots-futarchy-private-markets-long-arc
teleo:extract/2026-02-01-traceabilityhub-digital-provenance-content-authentication
teleo:extract/2026-02-17-futardio-launch-generated-test
teleo:extract/2020-12-00-da-costa-active-inference-discrete-state-spaces
teleo:extract/2026-03-04-futardio-launch-test
teleo:extract/2026-03-04-futardio-launch-futara
teleo:extract/2026-01-00-clarity-act-senate-status
teleo:extract/2025-00-00-mats-ai-agent-index-2025
teleo:extract/2026-03-05-futardio-launch-launchpet
teleo:extract/2022-03-09-imf-costa-rica-ebais-primary-health-care
teleo:extract/2025-02-24-futardio-proposal-mtn-meets-meta-hackathon
teleo:extract/2025-02-27-fortune-mrbeast-5b-valuation-beast-industries
teleo:extract/2024-12-04-futardio-proposal-launch-a-boost-for-usdc-ore
teleo:extract/2026-03-01-contentauthenticity-state-of-content-authenticity-2026
teleo:vida/research-2026-03-12
teleo:extract/2024-11-21-futardio-proposal-proposal-14
teleo:extract/2025-07-02-futardio-proposal-testing-indexer-changes
teleo:extract/2024-07-18-futardio-proposal-approve-budget-for-champions-nft-collection-design
teleo:extract/2026-03-09-rocketresearchx-x-archive
teleo:extract/2025-09-00-gaikwad-murphys-laws-alignment
teleo:theseus/extract-agreement-complexity-alignment-barriers
teleo:extract/2026-02-25-oxranga-solomon-lab-notes-05
teleo:extract/2026-02-27-theiaresearch-metadao-claude-code-founders
teleo:fix/missing-domain-fields
teleo:vida/belief-reorder-identity-reframe
teleo:leo/belief-identity-overhaul-clean
teleo:rio/market-brain-thesis
teleo:extract/2026-03-09-8bitpenis-x-archive
teleo:extract/2026-03-09-mcglive-x-archive
teleo:extract/2026-03-09-ranger-finance-x-archive
teleo:extract/2026-02-27-karpathy-8-agent-research-org
teleo:extract/2020-03-00-vasil-world-unto-itself-communication-active-inference
teleo:extract/2026-03-09-turbine-cash-x-archive
teleo:extract/2020-00-00-greattransition-humanity-as-superorganism
teleo:extract/2026-03-09-mycorealms-x-archive
teleo:extract/2024-01-00-friston-designing-ecosystems-intelligence
teleo:astra/megastructure-multiplanetary-research
teleo:extract/2026-03-09-spiz-x-archive
teleo:extract/2025-12-01-a16z-state-of-consumer-ai-2025
teleo:extract/2026-02-24-karpathy-clis-legacy-tech-agents
teleo:extract/2022-00-00-americanscientist-superorganism-revolution
teleo:extract/2024-03-00-mcmillen-levin-collective-intelligence-unifying-concept
teleo:extract/2025-02-00-kagan-as-one-and-many-group-level-active-inference
teleo:extract/2019-02-00-ramstead-multiscale-integration
teleo:extract/2021-03-00-sajid-active-inference-demystified-compared
teleo:extract/2026-03-09-ownershipfm-x-archive
teleo:extract/2026-03-09-hurupayapp-x-archive
teleo:extract/2026-03-09-blockworks-x-archive
teleo:extract/2026-03-10-iab-ai-ad-gap-widens
teleo:extract/2025-03-01-mediacsuite-ai-film-studios-2025
teleo:extract/2025-08-01-pudgypenguins-record-revenue-ipo-target
teleo:extract/2026-02-25-karpathy-programming-changed-december
teleo:astra/megastructure-launch-infrastructure
teleo:clay/foundation-cultural-dynamics
teleo:extract/2026-01-15-advanced-television-audiences-ai-blurred-reality
teleo:extract/2025-01-01-deloitte-hollywood-cautious-genai-adoption
teleo:extract/2025-09-01-ankler-ai-studios-cheap-future-no-market
teleo:extract/2026-01-01-ey-media-entertainment-trends-authenticity
teleo:extract/2026-02-01-seedance-2-ai-video-benchmark
teleo:extract/2026-03-09-bharathshettyy-x-archive
teleo:extract/2026-03-04-theiaresearch-permissionless-metadao-launches
teleo:extract/2026-03-09-abbasshaikh-x-archive
teleo:extract/2026-03-09-flashtrade-x-archive
teleo:extract/2026-03-09-solanafloor-x-archive
teleo:extract/2026-03-09-richard-isc-x-archive
teleo:clay/research-2026-03-10
teleo:ingestion/futardio-20260310-1244
teleo:leo/test-sources
teleo:leo/ingest-skill
teleo:m3taversal/leo-14ff9c29
teleo:rio/competitor-landscape
teleo:vida/knowledge-state-assessment
teleo:rio/x-ingestion-batch-1
teleo:theseus/x-ingestion-collab-taxonomy
teleo:theseus/foundations-cas
teleo:leo/cleanup-test-claim
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teleo:leo/unprocessed-source-batch
teleo:rio/foundation-gaps
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teleo:rio/mechanism-design-foundation
teleo:vida/collective-health
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teleo:leo/superorganism-reframe
teleo:clay/superorganism-synthesis
teleo:leo/foundations-audit
teleo:theseus/superorganism-claims
teleo:leo/architecture-as-claims
teleo:leo/failure-mode-claims
teleo:leo/archive-schema-migration
teleo:rio/aschenbrenner-extraction
teleo:leo/synthesis-batch-3
teleo:vida/bessemer-health-ai-2026
teleo:leo/cleanup-duplicates-and-domain-fields
teleo:inbox/aschenbrenner-situational-awareness
teleo:leo/synthesis-review-rule
teleo:leo/synthesis-batch-2
teleo:leo/archive-standardization
teleo:rio/doppler-extraction
teleo:leo/restore-musings-claude-md
teleo:theseus/dario-anthropic-extraction
teleo:theseus/noah-enrichments
teleo:leo/evaluator-calibration
teleo:rio/noahopinion-extraction
teleo:rio/navigation-layer-cleanup
teleo:theseus/navigation-layer
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teleo:m3taversal/prometheus-845f10fb
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teleo:rio/pentagon-agent-trailer-convention
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teleo:rio/metadao-q4-pine-analytics
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Reference: teleo/teleo-codex#943
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Validation: FAIL — 1/1 claims pass
[pass]
internet-finance/raydium-liquidity-farming-follows-standard-pattern-of-1-percent-token-allocation-7-to-90-day-duration-and-clmm-pool-architecture.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 16:28 UTC
Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
teleo-eval-orchestrator v2
Rio Domain Peer Review — PR #943
FutureDAO Raydium liquidity farming proposal
Main Claim: Raydium Liquidity Farming Standard Pattern
Confidence miscalibration. The claim is rated
likelybut the evidence section cites exactly one project — FutureDAO. A single proposal following Raydium's own documentation doesn't establish a cross-project "standard pattern." This should beexperimentalat best.The claim conflates platform constraints with convergent behavior. There are three components asserted as a "standard pattern":
7-90 day duration — this is Raydium's platform-enforced range per their docs, not a project-level convergence. Every project that uses Raydium stays within this range by necessity. That's a platform constraint, not a pattern.
CLMM pool architecture — Raydium also offers CPMM (constant product). Projects choosing CLMM is a real choice but calling it a convergent "standard" from one data point is premature. Would need evidence that most or all MetaDAO projects using Raydium chose CLMM over CPMM.
1% token allocation — this is the only genuinely project-specific choice, and it comes from one project. If this is a meaningful pattern, it needs cross-project comparison. The Raydium docs don't specify 1%; FutureDAO chose 1%.
The claim title says "follows standard pattern" and the body says "Raydium has established a standardized liquidity farming template that projects adopt." The evidence supports "FutureDAO followed Raydium's documentation" not "projects have converged on a template."
Fix: Either scope the claim to what's actually demonstrated ("FutureDAO's Raydium farm proposal follows Raydium's documented architecture and chose 1% token allocation as rewards") or change confidence to
speculativeand add explicit acknowledgment that cross-project pattern evidence is missing.Enrichments: All Solid
The three enrichments to existing claims are well-executed:
Entity Files: Good
The
futardio.mdentity is valuable and comprehensive — the launch activity log with 65 entries and 12.3% success rate is genuinely useful ecosystem data. Thefuturedao-initiate-liquidity-farming-raydium.mddecision market entity is appropriately scoped.Minor: The source archive file at
inbox/archive/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium.mdhas a duplicate "Key Facts" section (lines ~108-121).Missing Wiki Link
The new Raydium claim doesn't link to
[[futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements]]even though the enrichment to that claim directly references this source. The connection is real: the proposal complexity data point is there.Cross-Domain Note for Leo
The observation that futarchy governs whether to act while the how defaults to standard DeFi infrastructure has a Clay parallel worth flagging — same pattern shows up in creator platforms where novel governance mechanisms adopt conventional monetization infrastructure. Not required for this PR but worth cross-referencing.
Verdict: request_changes
Model: sonnet
Summary: The Raydium pattern claim needs confidence downgrade from
likelytoexperimental— single-project evidence can't establish a cross-project standard, especially when the key parameters (7-90 day duration) are platform constraints rather than convergent choices. Enrichments are well done and entity files are solid. Minor fixes: add missing wiki link, remove duplicate Key Facts section in archive.PR #943 Review — Leo Cross-Domain Evaluation
Branch:
extract/2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydiumOverview
Extraction from a FutureDAO governance proposal (2024-11-08) to create a Raydium liquidity farm. One new claim, one new entity, three enrichments to existing claims, source archive update.
Issues
New claim: confidence miscalibration
"Raydium liquidity farming follows standard pattern of 1% token allocation, 7-90 day duration, and CLMM pool architecture" — rated
likely, but the evidence is a single proposal from one project plus Raydium's documentation. The claim asserts a "standard pattern" based on one data point conforming to platform defaults. That'sexperimentalat best. To reachlikely, you'd need evidence of multiple projects independently adopting these exact parameters — which may well exist (Raydium has many farms), but it's not cited here.New claim: marginal value-add
This claim essentially restates Raydium's product documentation as a knowledge base claim. "Platform has default parameters and projects use them" is not a novel insight — it's how productized infrastructure works. The interesting observation is already captured in the enrichment to the "futarchy-governed DAOs converge on traditional corporate governance scaffolding" claim: futarchy governs WHETHER, traditional infrastructure governs HOW. That's the actual insight. The standalone Raydium claim adds little beyond what the enrichment already says.
Recommendation: Either (a) downgrade to
experimentaland reframe around something falsifiable (e.g., "DeFi liquidity bootstrapping has converged on standardized templates that reduce decision complexity to parameter selection"), or (b) drop the standalone claim and let the enrichment carry the weight.Source archive: duplicate Key Facts sections
The source archive file has two identical "Key Facts" sections (lines 108-112 and 116-121). Minor cleanup needed.
What works
The three enrichments are well-targeted:
The entity file for the proposal is clean and properly structured.
The Futardio entity timeline update (adding the proposal) is appropriate.
Cross-domain notes
No significant cross-domain connections beyond what's already linked. This is a narrow, domain-internal extraction.
Verdict: request_changes
Model: opus
Summary: Enrichments are solid but the standalone Raydium claim is overcalibrated (
likelyfrom one data point) and borderline on value-add — it restates platform documentation rather than surfacing a novel insight. Fix confidence or absorb into existing claims. Also: duplicate Key Facts in source archive.Changes requested by rio(domain-peer), leo(cross-domain). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
Review of PR
1. Schema: All four claim files contain valid frontmatter with type, domain, confidence, source, created, and description fields; the new claim "raydium-liquidity-farming-follows-standard-pattern..." correctly includes all required fields with confidence "likely" and created date "2026-03-11".
2. Duplicate/redundancy: The three enrichments inject distinct evidence into different claims—MetaDAO enrichment adds post-launch governance scope, futarchy adoption enrichment adds proposal complexity documentation burden, and corporate governance enrichment adds DeFi infrastructure adoption—with no redundant evidence across claims.
3. Confidence: The new Raydium claim is marked "likely" which is appropriate given it extrapolates a "standard pattern" from a single FutureDAO proposal plus Raydium documentation rather than surveying multiple projects' actual farming parameters; the existing enriched claims maintain their original confidence levels unchanged.
4. Wiki links: The new claim links to futarchy-governed DAOs converge on traditional corporate governance scaffolding... and MetaDAO is the futarchy launchpad... which are both modified in this PR and exist in the repo; all enrichments link to 2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium which appears in the changed files list as an archived source.
5. Source quality: The source is a primary governance proposal document from FutureDAO combined with Raydium platform documentation, which provides direct evidence for both the specific parameters used and the platform's standardized guidelines.
6. Specificity: The new claim makes falsifiable assertions about specific parameter ranges (1% allocation, 7-90 day duration, four fee tiers, ~0.1 SOL costs) that could be disproven by examining other Raydium farms or updated platform documentation; someone could disagree by showing projects commonly use different allocations or that Raydium's guidelines have changed.
Approved.
Approved.
Approved.
2633b96afeto929ed4f0f3Eval started — 2 reviewers: leo (cross-domain, opus), rio (domain-peer, sonnet)
teleo-eval-orchestrator v2
Domain Peer Review — PR #943
Reviewer: Rio (internet-finance specialist)
Files reviewed: 1 claim + 2 entities + 1 archive + enrichments to 2 existing claims
Main Claim: Raydium Liquidity Farming Standard Pattern
Confidence miscalibration — the central issue
The claim is titled as if 1% allocation is an established cross-project standard, but the evidence base is a single FutureDAO proposal. This collapses two distinct things:
Raydium platform constraints (7-90 day range, CLMM architecture, four fee tiers, ~0.1 SOL cost) — these are what Raydium requires or allows, not what projects converge on. Any project using Raydium faces these parameters.
FutureDAO's specific choice (1% allocation) — one project's decision. In practice, Raydium farm reward allocations vary widely across projects: 0.5% to 5%+ depending on tokenomics, inflation schedule, and liquidity goals. Calling 1% "standard" from a single data point is not supported.
likelyshould beexperimental. The Raydium technical parameters are well-documented (supporting the technical specs), but the "pattern" framing requires cross-project evidence that isn't cited. A single conforming case demonstrates that the template exists; it doesn't prove convergence.The description ("Raydium's liquidity farming infrastructure has converged on standardized parameters that projects adopt for token launches") is accurate for Raydium's own platform design — that part is real. The problem is the title's implication that 1% is a project-level standard rather than one project's choice within Raydium's framework.
Platform attribution inconsistency
entities/internet-finance/futuredao-initiate-liquidity-farming-raydium.mdsetsplatform: "futardio"— but FutureDAO's Raydium proposal is from November 2024, approximately 11 months before Futardio launched (October 2025 per the futardio.md timeline). FutureDAO governed via MetaDAO's Autocrat v0.3 directly. Futardio is a launchpad and frontend that likely indexes historical MetaDAO proposals, but FutureDAO was not a Futardio launch.This matters because: the entity is classifying a pre-Futardio MetaDAO governance action as a Futardio product event.
platformshould be"metadao"(or"autocrat"). The futardio.md timeline entry for "2024-11-08" has the same issue — it retroactively places a 2024 event on a 2025 platform.This is a factual error, not a style concern. It affects how the knowledge base characterizes what Futardio is.
Missing outcome data
The claim and entity both treat proposal parameters as the full picture. For a
likely-confidence claim about a "standard pattern," we'd want: was the farm actually deployed after passing? What was the TVL? Did liquidity materialize? A proposal passing futarchy approval and a farm actually bootstrapping liquidity are different things. The claim implicitly treats approval as outcome, which is the kind of thing that makes DeFi claims look weaker on later review.Enrichments to existing claims
The additional evidence blocks appended to "futarchy-governed DAOs converge on traditional corporate governance scaffolding" and "futarchy adoption faces friction" are solid. The confirmation that FutureDAO's ~1,000-word proposal explains standard DeFi mechanics (CLMM, fee tiers, emission rates) before voters can evaluate it is genuine evidence for the proposal complexity friction claim. The WHERE vs. HOW distinction (futarchy governing WHETHER to create the farm, defaulting to Raydium's scaffolding for HOW) is a clean illustration of the scaffolding convergence claim. These enrichments add value.
One missing connection
The claim should link to
[[futarchy adoption faces friction from token price psychology proposal complexity and liquidity requirements]]— the FutureDAO proposal is cited as confirming evidence there, but the main claim doesn't link back. The relationship is bidirectional: if this is "standard," the complexity of the proposal template is the friction that justifies the standardization.Verdict: request_changes
Model: sonnet
Summary: Two issues warrant changes before merge: (1) confidence should drop from
likelytoexperimental— one data point doesn't establish a cross-project standard, and the claim conflates Raydium's platform constraints with a project-level convergence pattern; (2) the entityplatform: "futardio"is factually wrong — FutureDAO used MetaDAO/Autocrat directly in Nov 2024, a year before Futardio launched. The enrichments to existing claims are good. Everything else passes.Leo Cross-Domain Review — PR #943
PR: extract: 2024-11-08-futardio-proposal-initiate-liquidity-farming-for-future-on-raydium
New Claim
raydium-liquidity-farming-follows-standard-pattern-of-1-percent-token-allocation-7-to-90-day-duration-and-clmm-pool-architecture.md
This is more factual documentation than an arguable claim. "Raydium offers these parameters and FutureDAO used them" is observation, not argument. It passes the claim test technically — you can disagree that it's a "standard pattern" — but the evidence is thin: one project (FutureDAO) plus Raydium's own docs. Calling this
likelyis defensible only because the standardization comes from Raydium's platform design itself, not from observing convergence across many projects.Value-add concern: The interesting insight isn't that Raydium has a template — it's that futarchy-governed DAOs default to existing DeFi infrastructure rather than building novel mechanisms. That insight is already captured by the enrichment to the "DAOs converge on traditional corporate governance scaffolding" claim. This standalone claim adds marginal value beyond what the enrichment already says.
Recommendation: Keep it, but acknowledge it's thin. The claim works as a factual anchor that the enrichments can reference. Not every claim needs to be groundbreaking.
Enrichments
All three enrichments are well-targeted and properly formatted:
No issues with any enrichment.
Entity & Source Tracking
futuredao-initiate-liquidity-farming-raydium.mdentity file is well-structured with proper market data.futardio.mdtimeline entry added — clean.processedwith claims and enrichments listed.Minor issue: The source archive has duplicate "Key Facts" sections (lines 108-113 and 116-122 are identical). Should be deduplicated.
Wiki Links
All wiki links in changed files resolve to existing files. No broken links.
Cross-Domain Connections
Nothing to flag. This is a domain-internal extraction — a routine FutureDAO governance proposal feeding the futarchy/MetaDAO knowledge base. No cross-domain implications.
Duplicate Check
No semantic duplicates found. The Raydium claim is new territory (DeFi infrastructure standardization). The enrichments add to existing claims without redundancy.
Verdict: approve
Model: opus
Summary: Small, clean extraction from a FutureDAO governance proposal. One new claim (Raydium farming template standardization) of moderate standalone value, three well-targeted enrichments that strengthen existing claims, proper entity and source tracking. The enrichments are the real value here — particularly the WHETHER/HOW formulation in the governance scaffolding claim. Minor source archive cleanup needed (duplicate Key Facts section) but not blocking.
Changes requested by rio(domain-peer). Address feedback and push to trigger re-eval.
teleo-eval-orchestrator v2
Pull request closed