Artizen Season 6 提案 · 開放科學的入門基礎設施Artizen Season 6 Proposal · Onboarding Infrastructure for Open Science
DeSci 自學手冊是一份給完全零 Web3、零科研背景的人的行動導向入門指南。從看懂去中心化科學,到實際參與、留下來,並累積一份有人會引用的紀錄。The DeSci Onboarding Hub is an action-oriented guide for people with zero Web3 and zero research background. From understanding decentralized science, to actually taking part, staying, and building a record others will cite.
為 Web3 轉向者與絕對的初學者寫的實用指南 —— 一份華語 DeSci 公共財。A practical playbook for Web3 converts and absolute beginners — a Chinese-language DeSci public good.
這些不是個別抱怨,而是結構問題 —— 也是為什麼越來越多研究者,不再等體制自己修好。These aren't individual complaints but structural problems — and why more and more researchers are no longer waiting for the system to fix itself.
$19B 一年a year
學術出版每年規模約一百九十億美元,利潤率近 40%,高於多數大型科技公司。由公費產出的知識,卻被鎖在付費牆後。Academic publishing brings in roughly $19 billion a year at a profit margin near 40% — higher than most big-tech companies. Knowledge produced with public funds stays locked behind paywalls.
70% & 50%
超過 70% 的研究者無法重現他人的實驗;一半以上連自己的研究都重現不了。當結果無法被重現,知識的累積基礎就開始崩塌。Over 70% of researchers can't reproduce others' experiments; more than half can't even reproduce their own. When results can't be reproduced, the foundation knowledge builds on starts to crumble.
80% 已遺失lost
1990 年代的原始研究資料約 80% 已永久遺失。發表後可被找到的機率,每年下降約 17%。資料保存從未被當成核心基礎建設。Around 80% of raw research data from the 1990s is permanently lost. The odds of finding a dataset after publication drop about 17% a year. Data preservation was never treated as core infrastructure.
資料來源 —— Wordsrated 學術出版統計 · Nature (2016) 再現性調查 · Wiener-Bronner (2013) · Vines et al. (2014)。Sources — Wordsrated academic-publishing statistics · Nature (2016) reproducibility survey · Wiener-Bronner (2013) · Vines et al. (2014).
DeSci 沒有拋棄補助制度或既有機構,而是補上舊體系做不到的路徑 —— 重新分配誰決定、什麼時候給錢、怎麼記錄貢獻。它比較像制度增量創新,而不是制度革命。DeSci doesn't throw out grants or existing institutions. It adds the pathways the old system can't — redistributing who decides, when money moves, and how contribution gets recorded. It's incremental institutional innovation, not institutional revolution.
它是一組為科學研究資助、知識產權、跨國協作提供的開放基礎設施 —— 由三個核心組件組合而成。It's open infrastructure for scientific funding, intellectual property, and cross-border collaboration — assembled from three core components.
去中心化自治組織Decentralized Autonomous Org
沒有中央把關的決策與信任機制 —— 提案、資助、任務分配都在公開場合進行。Decision-making and trust with no central gatekeeper — proposals, funding, and task allocation all happen in the open.
分散式帳本Distributed Ledger
可驗證、不可竄改的貢獻紀錄。誰在什麼時間做了什麼,不再是後端可以悄悄抹除的東西。Verifiable, tamper-proof records of contribution. Who did what, and when, is no longer something a backend can quietly erase.
內嵌激勵循環Embedded incentive loops
讓專案能撐過單一補助週期的資金循環 —— 同時誠實面對市場波動帶來的風險。Funding loops that let projects outlast a single grant cycle — while being honest about the risk that market volatility brings.
DeSci 重新打開的問題是:研究成果出現之後,誰決定它怎麼被使用?這三層把來源紀錄、授權、存取從後端流程往前移到研究的起點。The question DeSci reopens: once research results exist, who decides how they're used? These three layers move provenance, licensing, and access from a backend afterthought to the very start of the work.
機制Mechanism在里程碑或專利保護期結束時自動觸發釋出。Auto-triggered release at milestones or when patent protection ends.
範例Example早期貢獻者的權益先得到保障,成果再進入更大的公共知識系統。Early contributors' rights are protected first; results then enter the larger public knowledge commons.
機制Mechanism授權條款直接寫進智能合約,使用條件透明可追蹤。Licensing terms written directly into smart contracts — usage conditions transparent and traceable.
範例Example學術用戶免費取得去識別化資料,但要回傳研究結果;商業用戶支付費用,部分流回社群。Academic users get de-identified data for free but must return their findings; commercial users pay fees, part of which flows back to the community.
機制Mechanism透過 IP-NFT 與鏈上憑證,為早期貢獻留下數位戳記。A digital provenance stamp for early contributions, via IP-NFT and on-chain attestation.
範例Example病友社群作為早期推動者被永久記錄 —— 不被寫出研究歷史。Patient communities are permanently recorded as early drivers — not written out of the research history.
已經有專案在做 —— Molecule 與 VitaDAO 的生技 IP-NFT · Ocean Protocol 的 compute-to-data · CESS 的可程式化資料基礎設施。Already in practice — biotech IP-NFTs from Molecule and VitaDAO · Ocean Protocol's compute-to-data · CESS's programmable data infrastructure.
一份過度推銷的入門指南幫不到任何人。DeSci 真正的考驗是,能不能在開放與合規之間找到平衡 —— 所以限制要被同等重視。An over-hyped onboarding guide helps no one. DeSci's real test is whether it can balance open access with compliance — so the limits deserve equal weight.
沒有什麼考試要先通過。參與是分階段的,每一階都會留下一份可指認的紀錄。There's no exam to pass first. Participation is staged, and each stage leaves a record you can point to.
讀文件、跟隨社群,在動手之前先建立一張領域地圖。Read the docs, follow the community, and map the field before you touch anything.
領任務、加入討論、完成 bounty,賺到第一份激勵。Pick up tasks, join the discussion, finish a bounty, and earn your first incentive.
提案、做研究或營運,成為其他人依靠的節點。Propose, do research, or run operations — become a node others rely on.
信任由三個維度同時建立 —— 鏈上足跡(Snapshot、Grants),聲譽(論壇與線下),以及任何人都能查證的可驗證紀錄。Trust is built on three dimensions at once — an on-chain footprint (Snapshot, Grants), reputation (forums and IRL), and a verifiable record anyone can check.
DAO 的貢獻是可累積的職涯資本(career capital)。在公開場合做,它會複利成一份未來合作者或雇主可以查證的紀錄。DAO contributions are career capital that compounds. Done in the open, they grow into a record future collaborators or employers can verify.
申請 DeSci 募資輪 —— Gitcoin Grants、RetroPGF,以及資助早期工作的小額補助。Apply to DeSci funding rounds — Gitcoin Grants, RetroPGF, and small grants that fund early work.
從一次性任務,進入 DAO 的核心營運席位,或成為支薪貢獻者。Move from one-off tasks into a core operating seat in a DAO, or a paid contributor role.
把公開的紀錄當作 portfolio,打開 Web3 與研究相關工作的門。Use your public record as a portfolio to open doors to Web3 and research roles.
幫忙建立華語 DeSci 公共財,並把這個社群連到全球生態。Help build a Chinese-language DeSci public good, and connect this community to the global ecosystem.
DeSci 自學手冊是給全球 DeSci 入門用的開放基礎設施 —— 連結研究者、學術與科研社群的建設者、以及跨界營運者的穩定節點。The DeSci Onboarding Hub is open infrastructure for global DeSci entry — a stable node connecting researchers, builders in academic and scientific communities, and cross-boundary operators.
它扮演一座橋 —— 接通對 Web3 不信任的圈子,以及傳統學界較少重視的領域。三個要打破的誤解:It acts as a bridge — to circles that distrust Web3, and to fields traditional academia undervalues. Three misconceptions to break:
這只是開始。This is just the beginning.
DeSci 自學手冊正在透過 Artizen Season 6 募資。支持這份提案,等於資助一份開放、多語的入門指南 —— 以及維護它的社群。The DeSci Onboarding Hub is raising through Artizen Season 6. Backing it funds an open, multilingual onboarding guide — and the community that maintains it.