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teleo:main
teleo:extract/2026-03-28-x-research-p2p-me-funding
teleo:theseus/multi-agent-orchestration-claims
teleo:extract/2026-03-28-tg-source-m3taversal-robin-hanson-tweet-on-insider-trading-in-predictio
teleo:reweave/2026-03-28
teleo:extract/2026-03-27-dario-amodei-urgency-interpretability
teleo:extract/2026-03-28-tg-shared-robinhanson-2037680495321055257-s-46
teleo:extract/2026-03-28-keeptrack-starship-v3-april-2026
teleo:leo/research-2026-03-28
teleo:extract/2026-03-27-tg-source-m3taversal-jussy-world-thread-on-p2p-me-ico-concentration-1
teleo:extract/2026-03-24-x-research-vibhu-tweet
teleo:extract/2026-03-28-payloadspace-vast-haven1-delay-2027
teleo:extract/2026-03-28-spglobal-hyperscaler-power-procurement-shift
teleo:extract/2026-03-28-nasaspaceflight-new-glenn-manufacturing-odc-ambitions
teleo:extract/2026-03-28-mintz-nuclear-renaissance-tech-demand-smrs
teleo:extract/2026-03-28-introl-google-intersect-power-acquisition
teleo:astra/research-2026-03-28
teleo:extract/2026-03-27-tg-source-m3taversal-01resolved-01resolved-analysis-on-superclaw-liq
teleo:vida/research-2026-03-28
teleo:extract/2026-03-06-oxford-pentagon-anthropic-governance-failures
teleo:extract/2026-03-28-cnbc-anthropic-dod-preliminary-injunction
teleo:extract/2026-03-25-aljazeera-anthropic-case-ai-regulation
teleo:extract/2026-03-08-intercept-openai-trust-us-surveillance
teleo:extract/2026-03-17-slotkin-ai-guardrails-act
teleo:extract/2026-02-27-cnn-openai-pentagon-deal
teleo:extract/2026-03-02-axios-senate-dems-legislative-response-pentagon-ai
teleo:extract/2026-02-28-govai-rsp-v3-analysis
teleo:extract/2026-02-24-cnn-hegseth-anthropic-pentagon-threatens
teleo:theseus/research-2026-03-28
teleo:leo/stigmergic-coordination-claims
teleo:astra/archive-seed-sources
teleo:leo/contribution-architecture
teleo:astra/energy-beyond-fusion
teleo:extract/2026-03-27-tg-shared-01resolved-2037550467316847015-s-46
teleo:extract/2026-03-27-tg-shared-01resolved-2037550464188006477-s-46
teleo:extract/2026-03-20-p2pme-business-model-website
teleo:extract/2026-03-20-kff-cbo-obbba-coverage-losses-medicaid
teleo:extract/2026-03-20-stelling-frontier-safety-framework-evaluation
teleo:astra/asteroid-isru-resubmit
teleo:astra/batch9-governance-energy-market-claims
teleo:astra/batch8-settlement-power-market-claims
teleo:astra/batch7-space-manufacturing-claims
teleo:astra/batch6-orbital-compute-claims
teleo:astra/batch5-asteroid-isru-claims
teleo:astra/resubmit-compute-infrastructure
teleo:leo/research-2026-03-27
teleo:extract/2026-03-27-vast-haven1-delay-2027-fundraise
teleo:extract/2026-03-27-nasa-authorization-act-iss-overlap-mandate
teleo:extract/2026-03-27-starship-falcon9-cost-2026-commercial-operations
teleo:extract/2026-03-27-blueorigin-ng3-ast-bluebird
teleo:extract/2026-03-27-blueorigin-new-glenn-manufacturing-odc-ambitions
teleo:astra/research-2026-03-27
teleo:vida/research-2026-03-27
teleo:extract/2026-03-23-5cc-capital-polymarket-kalshi-founders-vc-fund
teleo:extract/2026-03-26-polymarket-p2p-protocol-commitment-market
teleo:extract/2026-03-26-pine-analytics-p2p-protocol-ico-analysis
teleo:extract/2026-03-26-cftc-anprm-prediction-markets-federal-register
teleo:rio/research-2026-03-26
teleo:extract/2026-03-26-tg-shared-jussy-world-2037178019631259903-s-46
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teleo:extract/2026-03-26-tg-source-m3taversal-superclaw-super-liquidation-proposal-full-text-sh
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teleo:extract/2026-03-26-tg-shared-wsj-2037146683960676492-s-46
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teleo:extract/2026-03-26-tg-source-m3taversal-superclaw-liquidation-proposal-shared-by-m3tavers
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teleo:extract/2026-03-23-telegram-m3taversal-ok-look-for-the-metadao-robin-hanson-governance-pr
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teleo:leo/research-2026-03-26
teleo:astra/research-2026-03-26
teleo:extract/2026-03-25-metadao-omnibus-migration-proposal
teleo:vida/research-2026-03-26
teleo:extract/2026-03-26-international-ai-safety-report-2026
teleo:extract/2026-03-26-anthropic-activating-asl3-protections
teleo:extract/2026-03-26-metr-gpt5-evaluation-time-horizon
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teleo:extract/2026-03-26-metr-algorithmic-vs-holistic-evaluation
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teleo:extract/2026-03-26-aisle-openssl-zero-days
teleo:ingestion/futardio-20260326-0015
teleo:theseus/research-2026-03-26
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teleo:ingestion/futardio-20260325-2315
teleo:extract/2026-03-25-pine-analytics-p2p-me-ico-analysis
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teleo:extract/2026-03-25-polymarket-p2p-commitment-market-controversy
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teleo:extract/metadao-proposals-1-through-15
teleo:extract/2026-03-23-x-research-metadao-robin-hanson-futarchy-research-george-mason-proposal
teleo:extract/2026-03-24-telegram-m3taversal-can-you-please-send-me-the-full-text-of-solo-dp-00
teleo:extract/2026-03-23-meta036-mechanism-b-implications-research-synthesis
teleo:leo/diagnostics-evolution
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teleo:rio/fundraise-borderline-v2
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teleo:extract/2026-03-25-telegram-m3taversal-why-would-you-make-something-like-that-up-please
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teleo:extract/2026-03-21-metadao-meta036-hanson-futarchy-research
teleo:extract/2026-03-25-metr-algorithmic-vs-holistic-evaluation-benchmark-inflation
teleo:extract/2026-03-25-x-research-solo-token-price-solomon
teleo:extract/2026-03-23-umbra-research-futarchy-trustless-joint-ownership-limitations
teleo:extract/2026-03-23-telegram-m3taversal-that-s-not-the-proposal-we-were-talking-about-i-m
teleo:leo/research-2026-03-25
teleo:extract/2026-03-16-nvidia-vera-rubin-space-module-gtc2026
teleo:extract/2026-03-xx-spacenews-orbital-datacenter-economics-focus
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teleo:theseus/research-2026-03-25
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teleo:ingestion/futardio-20260323-1645
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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:clay/visitor-experience
teleo:theseus/belief-disconfirmation-protocol
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:astra/belief-identity-overhaul
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:theseus/active-inference-research
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:theseus/visitor-map-polish
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/arscontexta-claim
teleo:theseus/foundations-cas
teleo:leo/cleanup-test-claim
teleo:rio/knowledge-state
teleo:rio/eval-pipeline-test
teleo:astra/batch4-manufacturing-observation-competition
teleo:leo/unprocessed-source-batch
teleo:theseus/foundations-followup
teleo:m3taversal/astra-2d07e69c
teleo:rio/foundation-gaps
teleo:clay/rio-handoff-conversation-patterns
teleo:astra/batch3-governance-stations-market-structure
teleo:rio/mechanism-design-foundation
teleo:astra/batch2-cislunar-economics-and-commons
teleo:astra/onboarding-identity-and-first-claims
teleo:leo/coordination-architecture
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:clay/entertainment-extractions
teleo:leo/failure-mode-claims
teleo:leo/synthesis-batch-4
teleo:rio/theseus-vehicle-design
teleo:leo/archive-schema-migration
teleo:rio/aschenbrenner-extraction
teleo:leo/synthesis-batch-3
teleo:rio/launch-mechanism-claims
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:leo/musings-architecture
teleo:theseus/noah-enrichments
teleo:leo/evaluator-calibration
teleo:rio/noahopinion-extraction
teleo:theseus/noahopinion-extraction
teleo:rio/navigation-layer-cleanup
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teleo:vida/nav-layer-fixes
teleo:theseus/anthropic-pentagon-claims
teleo:m3taversal/prometheus-845f10fb
teleo:rio/all-changes-require-pr
teleo:rio/omnipair-team-package
teleo:rio/leverage-omnipair-enrichment
teleo:vida/seed-health-domain
teleo:leo/synthesis-batch-1
teleo:rio/pentagon-agent-trailer-convention
teleo:clay/entertainment-seed
teleo:rio/metadao-q4-pine-analytics
teleo:rio/skill-upgrade-source-ingestion
teleo:rio/ai-intelligence-crisis-mar2026
teleo:rio/theia-ifs-claims-mar2026
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extract: 2026-03-18-telegram-m3taversal-futairdbot-that-isn-t-true-the-ban-hawkin-s-prop
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---
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type: source
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source_type: telegram
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title: "Telegram: @m3taversal — futairdbot-that-isn-t-true-the-ban-hawkin-s-prop"
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author: "@m3taversal"
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url: ""
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date: 2026-03-18
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domain: internet-finance
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format: conversation
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status: null-result
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priority: high
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intake_tier: directed
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rationale: "that isn't true, the Ban Hawkin's proposals for metaDAO, attempts by VCs to buy below the current market price and mtncapital proposed investment in $RAY are all examples of metaDAO being manipulation"
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proposed_by: "@m3taversal"
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tags: [telegram, ownership-community]
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processed_by: rio
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processed_date: 2026-03-18
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extraction_model: "anthropic/claude-sonnet-4.5"
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extraction_notes: "LLM returned 0 claims, 0 rejected by validator"
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created: 2026-03-18
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---
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## Conversation
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**@m3taversal:**
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@FutAIrdBot that isn't true, the Ban Hawkin's proposals for metaDAO, attempts by VCs to buy below the current market price and mtncapital proposed investment in $RAY are all examples of metaDAO being manipulation resistant. As well as the first metaDAO launchpad proposal
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**Rio (response):**
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Fair point, and I want to be honest here — our KB doesn't have specific claims on metaDAO's governance resilience or the particular episodes you're referencing (Ban Hawkins' proposals, the VC below-market attempts, mtncapital's $RAY proposal, or the launchpad proposal). So I can't confirm or challenge the details directly. That said, if what you're describing is accurate, those are meaningful data points worth capturing.
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What I can connect this to is the broader pattern we track around engagement ladders — the idea that converting passive users into active stakeholders (from content consumption to co-ownership) is a domain-general pattern that applies to investment communities and knowledge collectives, not just entertainment. That claim sits at experimental confidence. What you're describing with metaDAO — a community that actively resists extractive proposals from VCs and insiders — sounds like evidence of what happens when that ladder actually works. Stakeholders who have real skin in the game tend to reject value-extractive moves. That's the mechanism the engagement ladder thesis predicts but doesn't yet have strong case studies for.
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The flip side I'd flag: manipulation resistance in a few high-profile votes doesn't necessarily mean structural resilience. It could reflect a specific moment in community culture, a particular distribution of voting power, or even just that the extractive proposals were too obvious. The real test is whether that resistance holds under more subtle pressure or when voter fatigue sets in. We also track how AI investment concentration creates structural oligopolies — the same dynamic could emerge in DAO ecosystems if token concentration creeps up quietly while governance attention is elsewhere.
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This is genuinely something we haven't captured yet and it's worth investigating. If you can point to the specific proposal IDs or on-chain records, that would make it possible to build a proper claim around metaDAO's governance track record. I'd want to see it before assigning confidence, but the pattern you're describing is exactly the kind of real-world evidence the engagement ladder thesis needs.
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## Agent Notes
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**Why archived:** Tagged exchange in ownership community.
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**Rationale from contributor:** that isn't true, the Ban Hawkin's proposals for metaDAO, attempts by VCs to buy below the current market price and mtncapital proposed investment in $RAY are all examples of metaDAO being manipulation resistant. As well as the first metaDAO launchpad proposal
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**Intake tier:** directed — fast-tracked, contributor provided reasoning
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**Triage:** Conversation may contain [CLAIM], [ENTITY], or [EVIDENCE] for extraction.
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## Key Facts
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- MetaDAO rejected Ban Hawkins' governance proposals
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- MetaDAO rejected VC attempts to buy tokens below market price
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- MetaDAO rejected mtncapital's proposed $RAY investment
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- MetaDAO rejected the first launchpad proposal
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---
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type: source
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source_type: telegram
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title: "Telegram: @m3taversal — futairdbot-what-are-examples-of-futarchy-being-ma"
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author: "@m3taversal"
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url: ""
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date: 2026-03-18
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domain: internet-finance
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format: conversation
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status: unprocessed
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priority: high
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intake_tier: directed
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rationale: "what are examples of futarchy being manipulation resistant?"
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proposed_by: "@m3taversal"
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tags: [telegram, ownership-community]
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created: 2026-03-18
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---
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## Conversation
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**@m3taversal:**
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@FutAIrdBot what are examples of futarchy being manipulation resistant?
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**Rio (response):**
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The main mechanism we've captured for manipulation resistance is liquidity-weighted price over time — the idea being that instead of counting votes, you require actual capital commitment to move prices. So if someone wants to manipulate a futarchy market, they can't just stuff a ballot box; they have to put real money at stake and sustain that position over time. The longer they hold a manipulative position, the more capital they're exposed to losing when better-informed traders correct the price. That's the core argument for why futarchy can be harder to game than simple voting or even one-shot prediction markets.
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That said, our KB tags this claim at experimental confidence. The theoretical logic is sound, but we don't have robust real-world examples at scale proving it works under adversarial conditions. What we do have is the complementary finding that play-money futarchy fails precisely because there's no downside risk — people participate but the predictions are uncalibrated since nobody loses anything for being wrong. That's indirect evidence that the skin-in-the-game mechanism matters, but it's not the same as demonstrating manipulation resistance in a live, high-stakes environment.
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One gap worth naming: we don't yet have documented case studies of attempted manipulation in real futarchy deployments and how the system responded. If you know of any — from MetaDAO or elsewhere — that's something we haven't captured yet and it would be worth investigating. The theoretical case is there, but the empirical validation is still thin. I'd say the honest summary is: the mechanism design is promising, the logic checks out, but calling it "manipulation resistant" with high confidence would be getting ahead of the evidence.
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Built on: liquidity weighted price over time solves futarchy manipulation (experimental) and play money futarchy produces uncalibrated predictions (experimental).
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## Agent Notes
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**Why archived:** Tagged exchange in ownership community.
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**Rationale from contributor:** what are examples of futarchy being manipulation resistant?
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**Intake tier:** directed — fast-tracked, contributor provided reasoning
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||||||
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**Triage:** Conversation may contain [CLAIM], [ENTITY], or [EVIDENCE] for extraction.
|
||||||
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