開源專案 Tldraw 因不堪大量 AI 生成的垃圾程式碼負荷，宣布暫停接收外部貢獻。此類「AI Slop」嚴重消耗維護者精力，社群正探討建立信譽系統或保證金機制以應對。
不堪AI生成內容負荷，開源專案Tldraw暫停接收外部PR
一個在 GitHub 上獲得超 4 萬顆星星的開源網頁繪圖專案 Tldraw，在近期發布公告稱，將暫停接受來自外部貢獻者的拉取請求（Pull Request，簡稱 PR）。
開發者 steveruizok 指出，如同許多 GitHub 上的開源專案，團隊近期發現完全由 AI 工具生成的貢獻數量明顯增加。雖然部分提交的貢獻在形式上正確，但大多數內容缺乏完整脈絡、誤解程式碼庫，且提交者後續幾乎沒有參與討論。
steveruizok 強調，一個開啟的 PR 代表著維護者的承諾，意即該貢獻將被仔細審查並認真考慮納入。為了讓這項承諾保持意義，團隊必須進行更嚴格的篩選。
目前 Tldraw 的政策是先關閉所有外部 PR，只重新開啟那些真正被考慮的項目。這是為了專案與程式碼品質的最佳利益，雖然對於關閉公眾貢獻感到遺憾，但 steveruizok 表示，必須等到 GitHub 推出更好的管理工具後，才可能恢復開放。
Curl與OCaml皆受害，AI Slop氾濫成災
Tldraw 暫停拉取請求的決策，只是最近 AI Slop（AI 垃圾）衝擊開源社群的一個案例。最近在 Reddit 與 Hacker News 論壇上，類似討論日漸升溫。
Reddit 上的討論串指出，知名傳輸工具 Curl 的維護者 Daniel Stenberg 透露，專案正遭受 AI 生成錯誤報告的「DDoS 攻擊」，2025 年的提交中約有 20% 屬於 AI 垃圾內容，嚴重消耗志願維護者的時間。
此外，OCaml 維護者也曾拒絕一個長達 13,000 行，由 AI 生成的拉取請求，理由是審查 AI 產生的程式碼比直接用人工寫程式的更費神，大量低品質的拉取請求恐導致系統崩潰。
而在 Hacker News 論壇上的討論，則聚焦於 GitHub 的機制問題。
有網友認為，GitHub 將 PR 數量置於頁面顯眼處，助長了為了數據而提交的風氣。
而目前生成式 AI 在開源社群的困境，是因為有大量缺乏經驗的開發者使用 AI 工具，生成毫無價值的程式，還期望維護者能快速合併，這種行為正在破壞開源社群的協作信任度。
一些解決方案：白名單或信譽系統
面對開源社群的垃圾程式碼（Shitcode）騷擾問體，比特幣開發者 Bryan Bishop（kanzure）在 Tldraw 的 GitHub 頁面中回應，他曾向比特幣核心開發團隊（Bitcoin Core）提議要將開發流程「私有化」，轉向僅限受邀成員參與的模式，或要求列入白名單才能發布評論與 PR。
即便這可能違反了比特幣開放的精神，但 Bryan Bishop 認為，這能有效減少非貢獻者造成的噪音與無效爭論，讓開發者能專注於技術本身，避免寶貴的注意力被惡意或無效的互動分散。
除了私有化，軟體工程師 Steve Rodrigue 也建議，可以建立跨專案的貢獻者信譽系統，透過信任網路來驗證帳號價值。
另有開發者正在打造基於區塊鏈的「Stake-to-PR」協議，要求提交者支付小額保證金，若提交內容被判定為 AI 垃圾則沒收資金，若為有效貢獻則全額退還，企圖透過提高門檻來遏止 AI 濫用行為。
延伸閱讀：
AI內容氾濫！韋伯字典把「Slop」選為2025年代表字，引發科技圈熱論
Disclaimer: The information on this page may come from third parties and does not represent the views or opinions of Gate. The content displayed on this page is for reference only and does not constitute any financial, investment, or legal advice. Gate does not guarantee the accuracy or completeness of the information and shall not be liable for any losses arising from the use of this information. Virtual asset investments carry high risks and are subject to significant price volatility. You may lose all of your invested principal. Please fully understand the relevant risks and make prudent decisions based on your own financial situation and risk tolerance. For details, please refer to
Disclaimer.
Gerelateerde artikelen
Scammers Impersonating Iranian Officials Demand Bitcoin and USDT from Ships in Strait of Hormuz
Gate News message, April 21 — Scammers posing as Iranian officials are demanding Bitcoin (BTC) and Tether (USDT) as transit fees from ships in the Strait of Hormuz, according to a warning from MARISKS, a Greece-based maritime risk management firm. The scheme falsely promises "safe transit
GateNews7u geleden
Crypto Hack Draining $300M May Slow Wall Street's Blockchain Ambitions
Gate News message, April 21 — A weekend hack that drained nearly $300 million from a small crypto project and triggered a $10 billion run on the largest decentralized lending platform may slow Wall Street's growing interest in blockchain technology, according to a report from Jefferies LLC released
GateNews7u geleden
Security Researcher Discloses CometBFT 0-day Vulnerability; Direct Asset Theft Not Possible
Gate News message, April 21 — Security researcher Doyeon Park disclosed a critical 0-day vulnerability (CVSS 7.1) in CometBFT, the consensus layer of Cosmos, according to a post on X. The flaw could cause network nodes to stall during block synchronization, disrupting system operations, but cannot d
GateNews10u geleden
Fake Police Impersonators Force French Couple to Transfer Nearly $1M in Bitcoin
Criminals posing as police in France coerced a couple to transfer nearly $1M in Bitcoin, using fear and authority in a 'wrench attack' that exploits people, not wallets.
Abstract: Attackers used impersonation and psychological coercion to force a Bitcoin transfer, illustrating a wrench attack that targets human vulnerability rather than technical wallet exploits.
GateNews11u geleden
Armed Robbery Attempt on French Crypto Professional Thwarted; Suspect Arrested
Gate News message, April 21 — A 40-year-old crypto industry professional in Saint-Jean-de-Védas, near Montpellier, France, thwarted an armed robbery attempt at his home. The suspect, disguised as a delivery person, entered the residence and demanded the victim hand over cryptocurrency wallet
GateNews11u geleden
