{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-07-28T06:20:51.496Z","headline":"反对开源人工智能的论点站不住脚","description":"开源软件是商业软件的基石，包括前沿模型在内的一切软件都构建于开源组件之上。历史表明，压制开源软件极其困难，试图限制开源 AI 只会削弱本国企业而利于国际竞争对手。开源 AI 并非中国独有的现象，英伟达、Thinking Machines Lab 等众多美国商业实体同样有充分动机开发开源模型。","url":"https://www.aioga.com/news/cmrxylm0f002vropgffsoiand/","mainEntityOfPage":"https://www.aioga.com/news/cmrxylm0f002vropgffsoiand/","datePublished":"2026-07-23T20:11:32.233Z","dateModified":"2026-07-23T20:11:32.233Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://tombedor.dev/arguments-against-open-source-ai-are-very-bad","https://aihot.virxact.com/items/cmrxylm0f002vropgffsoiand"],"canonicalUrl":"https://www.aioga.com/news/cmrxylm0f002vropgffsoiand/","directAnswer":{"@type":"Answer","text":"Aioga 编辑摘要：开源软件是商业软件的基石，包括前沿模型在内的一切软件都构建于开源组件之上。 Aioga 将其归入「技巧观点」方向，重点关注它对真实使用和行业竞争的影响。","url":"https://www.aioga.com/news/cmrxylm0f002vropgffsoiand/","dateCreated":"2026-07-23T20:11:32.233Z","author":{"@type":"Organization","@id":"https://www.aioga.com/authors/aioga-editorial/#editorial-team","name":"Aioga Editorial Team","url":"https://www.aioga.com/authors/aioga-editorial/"}},"evidence":[{"@type":"CreativeWork","name":"tombedor.dev source article","url":"https://tombedor.dev/arguments-against-open-source-ai-are-very-bad","datePublished":"2026-07-23T20:11:32.233Z","provider":{"@type":"Organization","name":"tombedor.dev","url":"https://tombedor.dev/arguments-against-open-source-ai-are-very-bad"}},{"@type":"CreativeWork","name":"AIHot archive record","url":"https://aihot.virxact.com/items/cmrxylm0f002vropgffsoiand","datePublished":"2026-07-23T20:11:32.233Z","provider":{"@type":"Organization","name":"AIHot","url":"https://aihot.virxact.com/items/cmrxylm0f002vropgffsoiand"}}],"aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","originalPublisher":{"name":"tombedor.dev","url":"https://tombedor.dev/arguments-against-open-source-ai-are-very-bad"},"article":{"id":"cmrxylm0f002vropgffsoiand","slug":"cmrxylm0f002vropgffsoiand","url":"https://www.aioga.com/news/cmrxylm0f002vropgffsoiand/","title":"反对开源人工智能的论点站不住脚","title_en":"","summary":"开源软件是商业软件的基石，包括前沿模型在内的一切软件都构建于开源组件之上。历史表明，压制开源软件极其困难，试图限制开源 AI 只会削弱本国企业而利于国际竞争对手。开源 AI 并非中国独有的现象，英伟达、Thinking Machines Lab 等众多美国商业实体同样有充分动机开发开源模型。","source":"Hacker News 热门（buzzing.cc 中文翻译）","sourceUrl":"https://tombedor.dev/arguments-against-open-source-ai-are-very-bad","aiHotUrl":"https://aihot.virxact.com/items/cmrxylm0f002vropgffsoiand","publishedAt":"2026-07-23T20:11:32.233Z","category":"技巧观点","score":53,"selected":false,"articleBody":["The release of Kimi K3 has opened a fresh round of angst and confused discourse. There's a loud cohort of journalists, business leaders, and politicians arguing that open source AI is a dangerous threat. OpenAI's Dean Ball：https://x.com/deanwball/status/2078133895766114412:","One probable outcome of an open-weight-model-dominant world is full AI communism... rather than a market product, AI is a \"public good\"","Freely available AI for anyone? The horror!","Frontier labs' case against open source AI is essentially: Open source models 1：#user-content-fn-1-e066d4 are dangerous ( and un-American! ). We should open the AI Pandora's Box, but only with responsible gatekeepers ( toll collectors, preferably us! ). Only trusted users ( our most profitable customers ) should be able to use it.","I want to address some bad arguments against open source AI, but some corrections on how the argument is being framed are in order:","Ball's framing strolls past the fact that open source software is the foundation of all proprietary software. This includes frontier models, which at the end of the day are software products.","Open source software is counterintuitive to people outside of the software industry. Why work hard on a product, and give it away for free?","A software program is a stack of programs, with each layer built on top of another. To build Uber, you need programming language frameworks, software to send and receive web traffic, data analysis tools, and countless other components. Most of these are not differentiators for a commercial enterprise, so it serves commercial actors to cooperate on lower components in the stack and compete on the higher level pieces that actually differentiate their products.","Frontier labs would very much like AI models to not fall into the category of \"so commonplace that it doesn't make sense to compete on\". Whether that happens remains to be seen.","In reality, the argument about suppressing open source models is mostly beside the point. History tells us that suppression of open source software is extremely difficult, and attempting to do so only serves to weaken companies against international competitors. A brief history of encryption is illustrative:","Today, PGP is a commonplace tool anyone can use, and most devs are at least familiar with. But when Phil Zimmermann invented it in 1991, the U.S. government considered encryption to be military technology：https://www.eff.org/deeplinks/2019/08/us-export-controls-and-published-encryption-source-code-explained. A criminal investigation was opened：https://philzimmermann.com/EN/essays/BookPreface.html against Zimmermann.","When Netscape created SSL , the U.S. government allowed it to only release a weakened version of it internationally. These controls backfired: it was much easier to acquire the weakened, \"international\" version, so even many Americans used it：https://en.wikipedia.org/wiki/Export_of_cryptography_from_the_United_States#PC_era.","Export controls did not succeed in limiting encryption as the government wished. SSL, PGP, and similar tools were readily available throughout the world, and the controls disadvantaged Americans. Eventually, courts ruled that releasing encryption source code is protected speech, and the U.S. government relaxed encryption export controls：https://www.eff.org/deeplinks/2019/08/us-export-controls-and-published-encryption-source-code-explained.","Narrowing suppression to \"Chinese\" models won't make things easier. What, exactly, makes an AI model Chinese? Is it Chinese if, as frontier models allege, it was distilled from American models? What about if an American fine-tunes a Chinese model? At best, regulating AI in this way will (temporarily) encumber Americans with red tape and diminished AI access relative to the rest of the world.","There's an assumption baked into the open source AI debate that open source models are something that only the Chinese government has an incentive to develop. In reality there are many commercial actors with ample incentive to develop open source AI:","Much of the angst around China's models centers on \"losing the AI race\". But what's the goal of this race? Is it to develop the best model? To sell the most tokens? To destroy humanity first?","Talking about an \"AI Race\" doesn't make more sense than talking about an \"Internet Race\". We're not competing to be the first to send a rocket to the moon, we're reacting to a new, transformational technology. To the extent there's a race between nations, it's to absorb this transition and grow economies. In this framing, free AI models are a boon, not a threat.","Scott Galloway has argued：https://open.spotify.com/episode/2ulNXWCIYUNx6yE97kmrIC?si=19b6242c57ad49fa that free Chinese AI is an attempt to eliminate competitors in the long run:","This is what China did to solar panels, steel, EVs, and batteries. First, they match Western quality, or they don't even match it. 89%. Close. Actually, match it with cars, they've matched it, but go ahead. Then they cut the price by two thirds, then they own the market.","But apart from chips, AI isn't a physical good. Solar panels and steel require physical supply chains, each link of which cannot easily exist on its own. If no one is manufacturing solar panels in your country, it's difficult to build a business selling solar-grade silicon wafers.","Software isn't like that. An open source model coming from China doesn't prevent a fine-tuning business from succeeding in the US - quite the opposite!","It's not unreasonable to assume that Chinese models will be shipped with a pro-China point of view. But this is not a reason to suppress them. The models are open source! If any American has an issue with the political slant of Chinese AI models, they are free to change and release an \"Americanized\" one. At least within the U.S., it's difficult to foresee a model seen as having a distorted pro-China bias outcompeting a substantially similar model with a distorted pro-U.S. bias.","AI does not change the basic market for vulnerabilities: responsible actors patch them, attackers exploit them. Limiting tools for responsible actors only serves attackers.","It's theoretically possible for a bad actor to embed hidden adversarial behavior in a model. But if this happens, it serves the interests of responsible actors to find these exploits as soon as possible, and the best way to do this is to let anyone who wants to inspect them.","It doesn't matter much what policy makers or business leaders want: open source AI is too powerful, and too difficult to control. It's coming, and attempts to squash it will not amount to anything more than noise along the way.","I'll use the terms \"open source model\" as in, \"open weights model\". ↩：#user-content-fnref-1-e066d4","Quote taken from Derek Thompson's recent article：https://stratechery.com/2026/whos-afraid-of-chinese-models/ on Chinese AI. Which, while we're here, gets a few things wrong:","whoever is on the frontier is the best placed to dominate non-frontier markets as well, which are just the frontier minus n-months, i.e. months in which the frontier model makers have been optimizing their cost of serving.","It's unclear why this should be the case. Their access to massive capital matters less for small-model development, and they lack incentive to do so rather than push users to their more expensive models.","It’s striking the extent to which Claude Code and Codex are proving to be quite sticky; whichever harness you start working with is likely to be the one you stick with","Claude Code and Codex are sticky in the way that Coke and Pepsi are sticky: once you choose one, there's not much reason to switch. But this assumes similar cost and quality. In reality, coding agents have no moat：/coding-agents-have-no-moat/. It takes a very small inconvenience to motivate users to switch agents, whether that be price difference, model quality, or reliability issues. ↩：#user-content-fnref-2-e066d4","Ok, it cares a little - the ocean of capital going to train frontier models is certainly a good thing for Nvidia. But in the long run, if commercial token demand is replaced by demand for open source tokens, Nvidia still wins. ↩：#user-content-fnref-3-e066d4"],"articleImages":[{"sourceUrl":"https://tombedor.dev/assets/images/stack-66e4fd377352ecc706f357355068ebdf.png","alt":"software stack","afterParagraph":7,"url":"/media/articles/cmrxylm0f002vropgffsoiand/bf5bc8aa210203e3.png"}],"mediaStatus":"ok","articleBodyZh":["Kimi K3 的发布引发了一轮新的焦虑和混乱的讨论。大批记者、商界领袖和政治人物认为开源人工智能是一种危险威胁。OpenAI 的 Dean Ball：https://x.com/deanwball/status/2078133895766114412:","在一个以开放权重模型为主的世界中，一个可能的结果是完全的人工智能共产主义……人工智能不再是市场产品，而是一种“公共产品”。","人人都可以自由使用 AI？太可怕了！","Frontier 实验室反对开源 AI 的理由基本上是：开源模型很危险（并且不符合美国精神！）。我们应该打开 AI 的潘多拉盒，但只能由负责任的守门人来管理（收取费用的最好是我们！）。只有可信赖的用户（我们最赚钱的客户）才能使用它。","我想针对一些反对开源 AI 的错误论点进行说明，但也需要纠正一些论证的框架方式：","Ball 的论证忽略了这样一个事实：开源软件是所有专有软件的基础。这包括前沿模型，归根结底，它们也是软件产品。","对于软件行业之外的人来说，开源软件是违反直觉的。为什么要努力开发一个产品，却免费赠送？","一个软件程序是由多个程序叠加组成的，每一层都建立在另一层之上。要创建 Uber，你需要编程语言框架、发送和接收网络流量的软件、数据分析工具以及无数其他组件。其中大多数并不是商业企业的差异化因素，所以对商业企业来说，在底层组件上合作并在真正区分产品的高层组件上竞争是有利的。","Frontier 实验室非常希望 AI 模型不要落入“如此普遍以至于竞争毫无意义”的类别。是否会发生这种情况还有待观察。","实际上，关于压制开源模型的讨论大多是无关紧要的。历史告诉我们，压制开源软件极其困难，试图这样做只会削弱企业在国际竞争中的地位。一段关于加密历史的简要说明可为例证：","如今，PGP 是任何人都可以使用的普通工具，大多数开发者至少对其有所了解。但当 Phil Zimmermann 在 1991 年发明它时，美国政府将加密视为军事技术：https://www.eff.org/deeplinks/2019/08/us-export-controls-and-published-encryption-source-code-explained。Zimmermann 因此被展开刑事调查：https://philzimmermann.com/EN/essays/BookPreface.html。","当 Netscape 创建 SSL 时，美国政府仅允许其在国际上发布一个弱化版本。这些控制适得其反：获取弱化的“国际”版本要容易得多，因此甚至许多美国人也使用它：https://en.wikipedia.org/wiki/Export_of_cryptography_from_the_United_States#PC_era。","出口管制未能像政府希望的那样限制加密技术。SSL、PGP 以及类似工具在全球范围内广泛可用，而这些管制使美国人处于不利地位。最终，法院裁定发布加密源代码属于受保护的言论，美国政府也放宽了加密出口管制：https://www.eff.org/deeplinks/2019/08/us-export-controls-and-published-encryption-source-code-explained。","将打压范围缩小到“中文”模型并不会让事情更容易。究竟什么使一个 AI 模型成为中文模型？如果正如前沿模型所宣称的，它是从美国模型提炼而来，这还算中文吗？如果一个美国人对中国模型进行微调呢？充其量，以这种方式监管 AI 只会（暂时）给美国人带来繁文缛节，并使他们在 AI 获取上相较世界其他地区处于不利。","开源 AI 争论中有一个假设：开源模型只有中国政府才有动力去开发。实际上，有许多商业参与者也有充分动机去开发开源 AI：","围绕中国模型的焦虑很大程度上集中在“输掉 AI 竞赛”。但这场竞赛的目标到底是什么？是开发出最好的模型？销售最多的代币？还是首先毁灭人类？","谈论“人工智能竞赛”并不比谈论“互联网竞赛”更有意义。我们并不是在竞争谁能第一个将火箭送上月球，而是对一种新的、具有变革性的技术做出反应。在国家之间存在竞赛的范围内，这种竞赛是为了吸收这一转型并推动经济增长。在这种框架下，免费的人工智能模型是一种福音，而不是威胁。","Scott Galloway曾指出：https://open.spotify.com/episode/2ulNXWCIYUNx6yE97kmrIC?si=19b6242c57ad49fa 中国提供免费的人工智能，是为了从长远来看消除竞争对手：","这就是中国对待太阳能板、钢铁、电动车和电池的做法。首先，他们的质量要么接近西方，要么根本达不到。89%。接近。实际上，汽车方面，他们已经达到了，但可以继续。然后他们将价格削减三分之二，然后他们就掌控了市场。","但除了芯片之外，人工智能不是一种实物商品。太阳能板和钢铁需要物理供应链，其每一个环节都不能轻易独立存在。如果你的国家没有人在制造太阳能板，那么很难建立销售太阳级硅片的业务。","软件并非如此。来自中国的开源模型并不会阻碍调优业务在美国取得成功——实际上恰恰相反！","假设中国模型会带有亲中国的观点并不不合理。但这并不是压制它们的理由。这些模型是开源的！如果任何美国人对中国人工智能模型的政治倾向有异议，他们可以自由地修改并发布一个“美国化”的版本。至少在美国范围内，很难预见一个被认为具有扭曲亲中偏向的模型会击败一个具有相似扭曲亲美偏向的模型。","人工智能并不会改变漏洞的基本市场格局：负责任的行为者修补漏洞，攻击者利用漏洞。限制负责任行为者的工具只会有利于攻击者。","理论上，坏行为者可能在模型中嵌入隐藏的对抗性行为。但如果发生这种情况，对于负责任行为者来说，尽早发现这些漏洞符合他们的利益，而实现这一目标的最佳方式是允许任何想要检查的人进行检查。","政策制定者或商业领袖想要什么并不重要：开源 AI 太强大，也太难以控制。它会到来，而试图压制它的尝试只会沿途制造噪音。","我将使用“开源模型”这个术语，意思是“开放权重模型”。 ↩：#user-content-fnref-1-e066d4","引用自 Derek Thompson 最近关于中国 AI 的文章：https://stratechery.com/2026/whos-afraid-of-chinese-models/。顺便说一句，文章中有一些地方不太准确：","谁站在前沿，谁就最有可能主导非前沿市场，而非前沿市场只是前沿市场减去 n 个月，即前沿模型制造者优化其服务成本所经历的月份。","尚不清楚为什么会是这样。他们拥有大量资金对小模型开发影响不大，而且他们也缺乏动力去开发小模型，反而更倾向于推动用户使用更昂贵的模型。","Claude Code 和 Codex 的“黏性”程度令人印象深刻；无论你开始使用哪一个，它都很可能成为你坚持使用的工具。","Claude Code 和 Codex 的“黏性”类似于可口可乐和百事可乐：一旦选择了其中一个，就没有多少理由去切换。但这假设成本和质量相近。实际上，编码代理并没有护城河：/coding-agents-have-no-moat/。哪怕是很小的不便都会促使用户切换代理，无论是价格差异、模型质量还是可靠性问题。 ↩：#user-content-fnref-2-e066d4","好吧，它确实有一点关系——用于训练前沿模型的大量资金对 Nvidia 无疑是好事。但从长远来看，如果商业代币需求被开源代币需求取代，Nvidia 仍然会受益。 ↩：#user-content-fnref-3-e066d4"],"translationStatus":"translated","bodyOrigin":"source-page","editorial":{"summary":"Aioga 编辑摘要：开源软件是商业软件的基石，包括前沿模型在内的一切软件都构建于开源组件之上。 Aioga 将其归入「技巧观点」方向，重点关注它对真实使用和行业竞争的影响。","background":"背景分析：模型与研究类动态需要结合能力边界、开放方式、成本、可用性和真实任务表现判断，单项指标领先不等于已经形成稳定采用。","viewpoint":"Aioga 判断：这条动态更适合作为行业观察信号，当前信息足以建立线索，但不足以推导长期结论。","implications":"影响分析：对相关团队而言，短期应先核对来源、可用范围和实际成本，再判断是否值得接入或跟进。","nextStep":"后续观察：继续观察官方文档、实际可用性、价格变化、开发者反馈和竞品回应。","evidenceRefs":["title","summary","articleBody"],"confidence":"medium","status":"published","aiGenerated":false,"autoApproved":true,"generatedBy":"rule-safe-fallback","generatedAt":"2026-07-28T06:29:10.572Z","sourceHash":"86722c9a0b863bff","validation":{"passed":true,"mode":"rule-safe-fallback","checks":["schema","length","source-attribution","no-html"]}},"tags":["技巧观点","Hacker News 热门（buzzing.cc 中文翻译）"],"translations":{"zh-CN":{"title":"反对开源人工智能的论点站不住脚","summary":"开源软件是商业软件的基石，包括前沿模型在内的一切软件都构建于开源组件之上。历史表明，压制开源软件极其困难，试图限制开源 AI 只会削弱本国企业而利于国际竞争对手。开源 AI 并非中国独有的现象，英伟达、Thinking Machines Lab 等众多美国商业实体同样有充分动机开发开源模型。","category":"技巧观点","source":"tombedor.dev","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"反对开源人工智能的论点站不住脚 - Aioga AI资讯","description":"开源软件是商业软件的基石，包括前沿模型在内的一切软件都构建于开源组件之上。历史表明，压制开源软件极其困难，试图限制开源 AI 只会削弱本国企业而利于国际竞争对手。开源 AI 并非中国独有的现象，英伟达、Thinking Machines Lab 等众多美国商业实体同样有充分动机开发开源模型。","url":"https://www.aioga.com/news/cmrxylm0f002vropgffsoiand/"},"en":{"title":"The arguments against open-source artificial intelligence do not hold up.","summary":"Open source software is the cornerstone of commercial software, and all software, including cutting-edge models, is built on open-source components. History shows that suppressing open source software is extremely difficult, and attempts to restrict open source AI will only weaken domestic companies and benefit international competitors. Open source AI is not unique to China; many American commercial entities, such as Nvidia and the Thinking Machines Lab, also have strong incentives to develop open-source models.","category":"Insights","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"The arguments against open-source artificial intelligence do not hold up. - Aioga AI News","description":"Open source software is the cornerstone of commercial software, and all software, including cutting-edge models, is built on open-source components. History shows that suppressing...","url":"https://www.aioga.com/en/news/cmrxylm0f002vropgffsoiand/","contentTranslated":true,"sourceHash":"0ea90782a5055c22","translatedAt":"2026-07-26T21:01:49.937Z"},"ja":{"title":"オープンソースの人工知能に反対する議論は成り立たない","summary":"オープンソースソフトウェアは商用ソフトウェアの基盤であり、最先端のモデルを含むすべてのソフトウェアはオープンソースコンポーネントの上に構築されています。歴史が示すように、オープンソースソフトウェアを抑制することは非常に困難であり、オープンソースAIを制限しようとする試みは、自国企業を弱めるだけで国際競争相手に利することになります。オープンソースAIは中国独自の現象ではなく、NVIDIAやThinking Machines Labなど、多くのアメリカの商業団体もオープンソースモデルの開発に十分な動機を持っています。","category":"ヒントと視点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"オープンソースの人工知能に反対する議論は成り立たない - Aioga AIニュース","description":"オープンソースソフトウェアは商用ソフトウェアの基盤であり、最先端のモデルを含むすべてのソフトウェアはオープンソースコンポーネントの上に構築されています。歴史が示すように、オープンソースソフトウェアを抑制することは非常に困難であり、オープンソースAIを制限しようとする試みは、自国企業を弱めるだけで国際競争相手に利することになります。オープンソースAIは中国独自...","url":"https://www.aioga.com/ja/news/cmrxylm0f002vropgffsoiand/","contentTranslated":true,"sourceHash":"0ea90782a5055c22","translatedAt":"2026-07-26T21:02:06.521Z"},"ko":{"title":"오픈 소스 인공지능에 반대하는 주장은 설득력이 없다","summary":"오픈 소스 소프트웨어는 상용 소프트웨어의 초석이며, 최첨단 모델을 포함한 모든 소프트웨어는 오픈 소스 구성 요소 위에 구축됩니다. 역사는 오픈 소스 소프트웨어를 억제하는 것이 매우 어렵다는 것을 보여주며, 오픈 소스 AI를 제한하려는 시도는 자국 기업을 약화시키고 국제 경쟁자에게 이익을 줄 뿐입니다. 오픈 소스 AI는 중국만의 현상이 아니며, 엔비디아, Thinking Machines Lab 등 많은 미국 상업 기관들도 오픈 소스 모델을 개발할 충분한 동기가 있습니다.","category":"인사이트","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"오픈 소스 인공지능에 반대하는 주장은 설득력이 없다 - Aioga AI 뉴스","description":"오픈 소스 소프트웨어는 상용 소프트웨어의 초석이며, 최첨단 모델을 포함한 모든 소프트웨어는 오픈 소스 구성 요소 위에 구축됩니다. 역사는 오픈 소스 소프트웨어를 억제하는 것이 매우 어렵다는 것을 보여주며, 오픈 소스 AI를 제한하려는 시도는 자국 기업을 약화시키고 국제 경쟁자에게 이익을 줄 뿐입니다. 오픈 소스 AI는 중...","url":"https://www.aioga.com/ko/news/cmrxylm0f002vropgffsoiand/","contentTranslated":true,"sourceHash":"0ea90782a5055c22","translatedAt":"2026-07-26T21:02:46.868Z"},"es":{"title":"Los argumentos en contra de la inteligencia artificial de código abierto no se sostienen","summary":"El software de código abierto es la piedra angular del software comercial, y todo el software, incluidos los modelos de vanguardia, se construye sobre componentes de código abierto. La historia demuestra que es extremadamente difícil suprimir el software de código abierto, y tratar de restringir la IA de código abierto solo debilitará a las empresas nacionales y beneficiará a los competidores internacionales. La IA de código abierto no es un fenómeno exclusivo de China; numerosas entidades comerciales estadounidenses, como NVIDIA y Thinking Machines Lab, también tienen suficiente motivación para desarrollar modelos de código abierto.","category":"Ideas","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Los argumentos en contra de la inteligencia artificial de código abierto no se sostienen - Aioga Noticias de IA","description":"El software de código abierto es la piedra angular del software comercial, y todo el software, incluidos los modelos de vanguardia, se construye sobre componentes de código abierto...","url":"https://www.aioga.com/es/news/cmrxylm0f002vropgffsoiand/","contentTranslated":true,"sourceHash":"0ea90782a5055c22","translatedAt":"2026-07-26T21:02:43.501Z"},"fr":{"title":"Les arguments contre l'intelligence artificielle open source ne tiennent pas debout","summary":"Les logiciels open source sont la pierre angulaire des logiciels commerciaux, et tous les logiciels, y compris les modèles de pointe, sont construits sur des composants open source. L'histoire montre qu'il est extrêmement difficile de réprimer les logiciels open source, et tenter de limiter l'IA open source ne fera qu'affaiblir les entreprises nationales tout en bénéficiant aux concurrents internationaux. L'IA open source n'est pas un phénomène propre à la Chine ; de nombreuses entités commerciales américaines telles que NVIDIA et Thinking Machines Lab ont également de fortes motivations pour développer des modèles open source.","category":"Analyses","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Les arguments contre l'intelligence artificielle open source ne tiennent pas debout - Aioga Actualités IA","description":"Les logiciels open source sont la pierre angulaire des logiciels commerciaux, et tous les logiciels, y compris les modèles de pointe, sont construits sur des composants open source...","url":"https://www.aioga.com/fr/news/cmrxylm0f002vropgffsoiand/","contentTranslated":true,"sourceHash":"0ea90782a5055c22","translatedAt":"2026-07-26T21:03:24.854Z"},"de":{"title":"Die Argumente gegen Open-Source-Künstliche Intelligenz halten nicht stand","summary":"Open-Source-Software ist das Fundament kommerzieller Software, und sämtliche Software, einschließlich fortschrittlicher Modelle, basiert auf Open-Source-Komponenten. Die Geschichte zeigt, dass es äußerst schwierig ist, Open-Source-Software zu unterdrücken; der Versuch, Open-Source-KI einzuschränken, würde nur inländische Unternehmen schwächen und internationalen Konkurrenten zugutekommen. Open-Source-KI ist kein ausschließliches Phänomen Chinas; zahlreiche US-amerikanische kommerzielle Unternehmen wie NVIDIA und das Thinking Machines Lab haben ebenfalls ausreichende Motivation, Open-Source-Modelle zu entwickeln.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Die Argumente gegen Open-Source-Künstliche Intelligenz halten nicht stand - Aioga KI-News","description":"Open-Source-Software ist das Fundament kommerzieller Software, und sämtliche Software, einschließlich fortschrittlicher Modelle, basiert auf Open-Source-Komponenten. Die Geschichte...","url":"https://www.aioga.com/de/news/cmrxylm0f002vropgffsoiand/","contentTranslated":true,"sourceHash":"0ea90782a5055c22","translatedAt":"2026-07-26T21:03:22.605Z"},"pt-BR":{"title":"Os argumentos contra a inteligência artificial de código aberto não se sustentam","summary":"O software de código aberto é a base do software comercial; todo software, incluindo modelos de ponta, é construído sobre componentes de código aberto. A história mostra que reprimir o software de código aberto é extremamente difícil, e tentar limitar a IA de código aberto só enfraquecerá as empresas nacionais em benefício dos concorrentes internacionais. A IA de código aberto não é um fenômeno exclusivo da China; muitas entidades comerciais americanas, como a NVIDIA e o Thinking Machines Lab, também têm motivações suficientes para desenvolver modelos de código aberto.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Os argumentos contra a inteligência artificial de código aberto não se sustentam - Aioga Notícias de IA","description":"O software de código aberto é a base do software comercial; todo software, incluindo modelos de ponta, é construído sobre componentes de código aberto. A história mostra que reprim...","url":"https://www.aioga.com/pt-BR/news/cmrxylm0f002vropgffsoiand/","contentTranslated":true,"sourceHash":"0ea90782a5055c22","translatedAt":"2026-07-26T21:04:03.779Z"},"ru":{"title":"Аргументы против открытого искусственного интеллекта не выдерживают критики","summary":"Открытое программное обеспечение является основой коммерческого ПО, всё программное обеспечение, включая передовые модели, строится на открытых компонентах. История показывает, что подавить открытое программное обеспечение чрезвычайно трудно, и попытки ограничить открытый ИИ только ослабят отечественные компании и принесут пользу международным конкурентам. Открытый ИИ не является исключительно китайским явлением, множество американских коммерческих организаций, таких как Nvidia и Thinking Machines Lab, также имеют достаточную мотивацию для разработки открытых моделей.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Аргументы против открытого искусственного интеллекта не выдерживают критики - Aioga Новости ИИ","description":"Открытое программное обеспечение является основой коммерческого ПО, всё программное обеспечение, включая передовые модели, строится на открытых компонентах. История показывает, что...","url":"https://www.aioga.com/ru/news/cmrxylm0f002vropgffsoiand/","contentTranslated":true,"sourceHash":"0ea90782a5055c22","translatedAt":"2026-07-26T21:04:03.259Z"},"ar":{"title":"الحجج المعارضة للذكاء الاصطناعي المفتوح المصدر غير قوية","summary":"البرمجيات مفتوحة المصدر هي حجر الأساس للبرمجيات التجارية، وكل البرمجيات، بما في ذلك النماذج المتقدمة، تُبنى على مكونات مفتوحة المصدر. التاريخ يُظهر أن قمع البرمجيات مفتوحة المصدر صعب للغاية، ومحاولة تقييد الذكاء الاصطناعي مفتوح المصدر ستضعف الشركات المحلية فقط وتصب في مصلحة المنافسين الدوليين. الذكاء الاصطناعي مفتوح المصدر ليس ظاهرة حصرية للصين، فهناك العديد من الكيانات التجارية الأمريكية مثل نيفيديا ومختبر التفكير الحاسوبي لديها دوافع كافية لتطوير نماذج مفتوحة المصدر.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"الحجج المعارضة للذكاء الاصطناعي المفتوح المصدر غير قوية - Aioga أخبار الذكاء الاصطناعي","description":"البرمجيات مفتوحة المصدر هي حجر الأساس للبرمجيات التجارية، وكل البرمجيات، بما في ذلك النماذج المتقدمة، تُبنى على مكونات مفتوحة المصدر. التاريخ يُظهر أن قمع البرمجيات مفتوحة المصدر ص...","url":"https://www.aioga.com/ar/news/cmrxylm0f002vropgffsoiand/","contentTranslated":true,"sourceHash":"0ea90782a5055c22","translatedAt":"2026-07-26T21:04:44.989Z"},"hi":{"title":"खुला स्रोत कृत्रिम बुद्धिमत्ता के खिलाफ तर्क अटूट नहीं हैं","summary":"ओपन-सोर्स सॉफ़्टवेयर वाणिज्यिक सॉफ़्टवेयर की नींव है, और अग्रिम मॉडल सहित सभी सॉफ़्टवेयर ओपन-सोर्स घटकों पर आधारित हैं। इतिहास ने दिखाया है कि ओपन-सोर्स सॉफ़्टवेयर को दबाना अत्यंत कठिन है, और ओपन-सोर्स एआई को सीमित करने का प्रयास केवल देश की कंपनियों को कमजोर करेगा और अंतरराष्ट्रीय प्रतिस्पर्धियों को फायदा पहुँचाएगा। ओपन-सोर्स एआई केवल चीनी विशेषता नहीं है, NVIDIA, Thinking Machines Lab और अन्य कई अमेरिकी वाणिज्यिक संस्थाओं के पास भी ओपन-सोर्स मॉडल विकसित करने के लिए पर्याप्त प्रेरणा है।","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"खुला स्रोत कृत्रिम बुद्धिमत्ता के खिलाफ तर्क अटूट नहीं हैं - Aioga AI समाचार","description":"ओपन-सोर्स सॉफ़्टवेयर वाणिज्यिक सॉफ़्टवेयर की नींव है, और अग्रिम मॉडल सहित सभी सॉफ़्टवेयर ओपन-सोर्स घटकों पर आधारित हैं। इतिहास ने दिखाया है कि ओपन-सोर्स सॉफ़्टवेयर को दबाना अत्यंत...","url":"https://www.aioga.com/hi/news/cmrxylm0f002vropgffsoiand/","contentTranslated":true,"sourceHash":"0ea90782a5055c22","translatedAt":"2026-07-26T21:04:55.014Z"},"it":{"title":"Gli argomenti contro l'intelligenza artificiale open source non reggono","summary":"Il software open source è la pietra angolare del software commerciale, e tutto il software, compresi i modelli all'avanguardia, è costruito su componenti open source. La storia dimostra che sopprimere il software open source è estremamente difficile, e cercare di limitare l'AI open source indebolirebbe solo le aziende nazionali a vantaggio dei concorrenti internazionali. L'AI open source non è un fenomeno esclusivo della Cina; numerose entità commerciali statunitensi come Nvidia e il Thinking Machines Lab hanno altrettanto motivo di sviluppare modelli open source.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Gli argomenti contro l'intelligenza artificiale open source non reggono - Aioga Notizie IA","description":"Il software open source è la pietra angolare del software commerciale, e tutto il software, compresi i modelli all'avanguardia, è costruito su componenti open source. La storia dim...","url":"https://www.aioga.com/it/news/cmrxylm0f002vropgffsoiand/","contentTranslated":true,"sourceHash":"0ea90782a5055c22","translatedAt":"2026-07-26T21:05:32.952Z"},"nl":{"title":"De argumenten tegen open-source kunstmatige intelligentie zijn niet houdbaar","summary":"Open source-software is de hoeksteen van commerciële software, en alle software, inclusief geavanceerde modellen, is gebouwd op open source-componenten. De geschiedenis leert dat het onderdrukken van open source-software buitengewoon moeilijk is, en pogingen om open source AI te beperken zullen alleen binnenlandse bedrijven verzwakken en internationale concurrenten bevoordelen. Open source AI is geen fenomeen dat uniek is voor China; veel Amerikaanse commerciële entiteiten, zoals Nvidia en het Thinking Machines Lab, hebben eveneens voldoende motivatie om open source-modellen te ontwikkelen.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"De argumenten tegen open-source kunstmatige intelligentie zijn niet houdbaar - Aioga AI-nieuws","description":"Open source-software is de hoeksteen van commerciële software, en alle software, inclusief geavanceerde modellen, is gebouwd op open source-componenten. De geschiedenis leert dat h...","url":"https://www.aioga.com/nl/news/cmrxylm0f002vropgffsoiand/","contentTranslated":true,"sourceHash":"0ea90782a5055c22","translatedAt":"2026-07-26T21:05:33.448Z"},"tr":{"title":"Açık kaynak yapay zekaya karşı olan argümanlar dayanaksızdır","summary":"Açık kaynak yazılım, ticari yazılımın temelidir ve öncü modeller de dahil olmak üzere tüm yazılımlar, açık kaynak bileşenler üzerine inşa edilmiştir. Tarih göstermiştir ki, açık kaynak yazılımı bastırmak son derece zordur; açık kaynak AI'yı sınırlamaya çalışmak, yalnızca ülke içi şirketleri zayıflatır ve uluslararası rakiplere fayda sağlar. Açık kaynak AI, yalnızca Çin'e özgü bir olgu değildir; Nvidia, Thinking Machines Lab gibi birçok Amerikan ticari kuruluşu da açık kaynak modeller geliştirme konusunda yeterli motivasyona sahiptir.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Açık kaynak yapay zekaya karşı olan argümanlar dayanaksızdır - Aioga AI Haberleri","description":"Açık kaynak yazılım, ticari yazılımın temelidir ve öncü modeller de dahil olmak üzere tüm yazılımlar, açık kaynak bileşenler üzerine inşa edilmiştir. Tarih göstermiştir ki, açık ka...","url":"https://www.aioga.com/tr/news/cmrxylm0f002vropgffsoiand/","contentTranslated":true,"sourceHash":"0ea90782a5055c22","translatedAt":"2026-07-26T21:06:14.580Z"},"vi":{"title":"Các lập luận phản đối trí tuệ nhân tạo mã nguồn mở không vững chắc","summary":"Phần mềm mã nguồn mở là nền tảng của phần mềm thương mại, tất cả phần mềm, bao gồm cả các mô hình tiên tiến, đều được xây dựng trên các thành phần mã nguồn mở. Lịch sử cho thấy, việc kìm hãm phần mềm mã nguồn mở là vô cùng khó khăn, cố gắng hạn chế AI mã nguồn mở chỉ làm suy yếu các doanh nghiệp trong nước và có lợi cho các đối thủ quốc tế. AI mã nguồn mở không chỉ là hiện tượng riêng của Trung Quốc, nhiều thực thể thương mại của Mỹ như NVIDIA, Thinking Machines Lab cũng có động cơ đầy đủ để phát triển các mô hình mã nguồn mở.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Các lập luận phản đối trí tuệ nhân tạo mã nguồn mở không vững chắc - Tin tức AI Aioga","description":"Phần mềm mã nguồn mở là nền tảng của phần mềm thương mại, tất cả phần mềm, bao gồm cả các mô hình tiên tiến, đều được xây dựng trên các thành phần mã nguồn mở. Lịch sử cho thấy, vi...","url":"https://www.aioga.com/vi/news/cmrxylm0f002vropgffsoiand/","contentTranslated":true,"sourceHash":"0ea90782a5055c22","translatedAt":"2026-07-26T21:06:14.148Z"},"id":{"title":"Argumen menentang kecerdasan buatan sumber terbuka tidak berdasar","summary":"Perangkat lunak sumber terbuka adalah dasar dari perangkat lunak komersial, semua perangkat lunak termasuk model mutakhir dibangun di atas komponen sumber terbuka. Sejarah menunjukkan bahwa menekan perangkat lunak sumber terbuka sangat sulit, mencoba membatasi AI sumber terbuka hanya akan melemahkan perusahaan domestik dan menguntungkan pesaing internasional. AI sumber terbuka bukan fenomena yang unik di Tiongkok, banyak entitas komersial Amerika seperti NVIDIA dan Thinking Machines Lab juga memiliki motif yang cukup untuk mengembangkan model sumber terbuka.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Argumen menentang kecerdasan buatan sumber terbuka tidak berdasar - Berita AI Aioga","description":"Perangkat lunak sumber terbuka adalah dasar dari perangkat lunak komersial, semua perangkat lunak termasuk model mutakhir dibangun di atas komponen sumber terbuka. Sejarah menunjuk...","url":"https://www.aioga.com/id/news/cmrxylm0f002vropgffsoiand/","contentTranslated":true,"sourceHash":"0ea90782a5055c22","translatedAt":"2026-07-26T21:06:51.711Z"},"th":{"title":"ข้อโต้แย้งในการต่อต้านปัญญาประดิษฐ์แบบโอเพนซอร์สไม่สามารถยืนหยัดได้","summary":"ซอฟต์แวร์โอเพนซอร์สเป็นรากฐานของซอฟต์แวร์เชิงพาณิชย์ ซอฟต์แวร์ทุกชนิดรวมถึงโมเดลล้ำสมัยถูกสร้างขึ้นบนส่วนประกอบโอเพนซอร์ส ประวัติศาสตร์แสดงให้เห็นว่าการปราบปรามซอฟต์แวร์โอเพนซอร์สนั้นยากมาก การพยายามจำกัด AI โอเพนซอร์สจะทำให้บริษัทภายในประเทศอ่อนแอลงและเป็นประโยชน์ต่อคู่แข่งต่างประเทศ AI โอเพนซอร์สไม่ใช่ปรากฏการณ์เฉพาะของจีน องค์กรเชิงพาณิชย์จำนวนมากของสหรัฐอเมริกา เช่น Nvidia, Thinking Machines Lab ก็มีแรงจูงใจเพียงพอในการพัฒนาโมเดลโอเพนซอร์สเช่นกัน","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"ข้อโต้แย้งในการต่อต้านปัญญาประดิษฐ์แบบโอเพนซอร์สไม่สามารถยืนหยัดได้ - ข่าว AI Aioga","description":"ซอฟต์แวร์โอเพนซอร์สเป็นรากฐานของซอฟต์แวร์เชิงพาณิชย์ ซอฟต์แวร์ทุกชนิดรวมถึงโมเดลล้ำสมัยถูกสร้างขึ้นบนส่วนประกอบโอเพนซอร์ส ประวัติศาสตร์แสดงให้เห็นว่าการปราบปรามซอฟต์แวร์โอเพนซอร์สน...","url":"https://www.aioga.com/th/news/cmrxylm0f002vropgffsoiand/","contentTranslated":true,"sourceHash":"0ea90782a5055c22","translatedAt":"2026-07-26T21:07:00.393Z"},"pl":{"title":"Argumenty przeciwko otwartemu oprogramowaniu sztucznej inteligencji są bezpodstawne","summary":"Oprogramowanie open source jest fundamentem oprogramowania komercyjnego; całe oprogramowanie, w tym najbardziej zaawansowane modele, jest budowane na komponentach open source. Historia pokazuje, że tłumienie oprogramowania open source jest niezwykle trudne, a próby ograniczania open source AI jedynie osłabiają krajowe firmy, korzystając przy tym dla międzynarodowej konkurencji. Open source AI nie jest zjawiskiem unikalnym dla Chin; wiele amerykańskich podmiotów komercyjnych, takich jak Nvidia czy Thinking Machines Lab, również ma wystarczającą motywację do rozwijania modeli open source.","category":"技巧观点","source":"Hacker News 热门（buzzing.cc 中文翻译）","aggregationSource":"Hacker News 热门（buzzing.cc 中文翻译）","pageTitle":"Argumenty przeciwko otwartemu oprogramowaniu sztucznej inteligencji są bezpodstawne - Aioga Wiadomości AI","description":"Oprogramowanie open source jest fundamentem oprogramowania komercyjnego; całe oprogramowanie, w tym najbardziej zaawansowane modele, jest budowane na komponentach open source. Hist...","url":"https://www.aioga.com/pl/news/cmrxylm0f002vropgffsoiand/","contentTranslated":true,"sourceHash":"0ea90782a5055c22","translatedAt":"2026-07-26T21:07:48.741Z"}}}}