黄仁勋骗了所有人，DLSS 5真是个纯AI滤镜

爱范儿03-22

英伟达卖铲子，卖得比任何人都好。这没什么问题，本来就是一门好生意。只是卖铲子的人，从来不会在乎挖出来的是什么。GTC 2026 的现场 Q&A 上，有人问黄仁勋，外界批评 DLSS 5 只是帧级后处理，只是一个滤镜。黄仁勋霸气回击：“你们完全搞错了。这不是帧级后处理，这是几何层面的生成控制（generative control at the geometry level）。”这句话后来传得很广。...

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geometry level）。”这句话后来传得很广。英...</p>\n\n<a href=\"https://tech.ifeng.com/c/8rhUQ3gpNmE\">网页链接</a>\n\n</div>\n\n\n</article>\n</div>\n</body>\n</html>\n","isBrief":false,"type":0,"news_type":1,"symbol":"LU1400636491.USD","symbol_name":"Allianz Europe Income and Growth Cl AMg DIS H2-USD","start_time":0,"source_url":"https://tech.ifeng.com/c/8rhUQ3gpNmE","article_id":"2621716676","we_media_id":null,"thumbnails":[],"rights":null,"url":"https://stock-news.laohu8.com/highlight/detail?id=2621716676","pubTimestamp":1774160785,"columns":[],"sourceInfo":{"source_id":"fenghuang_stock","name":"凤凰网"},"weMediaInfo":null,"summary":"GTC 2026 的现场 Q&A 上，有人问黄仁勋，外界批评 DLSS 5 只是帧级后处理，只是一个滤镜。英伟达骗了所有人。之前，英伟达官方对外宣称，DLSS 5“将输出锚定在源 3D 内容中”，但实际上它锚定的只是那张 2D 渲染结果，而不是任何一层 3D 数据。然而在开启 DLSS 5 后，头发的长度被篡改了。开了 DLSS 5 之后，你看到的是 AI 在那张图上面重画的结果。回答：DLSS 5 只用当前帧和运动矢量作为输入。DLSS 5 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filter","themeId":null,"isJumpTheme":false,"ttsUrl":null,"symbols_score_info":{"NVDU":0.6,"NVDD":0.6,"SNVD.UK":0.6,"NVDY":0.6,"NVDS":0.6,"3NVD.UK":0.6,"NVD":0.6,"NVDS.UK":0.6,"DIPS":0.6,"NVDG":0.6,"NVII":0.6,"NVD2.UK":0.6,"NVDA":1.98,"NVDB":0.6,"NVIW.SI":0.6,"2NVD.UK":0.6,"NVDW":0.6,"ANV":0.6,"NVDX":0.6,"NVD3.UK":0.6,"NVDQ":0.6},"content_text":"英伟达卖铲子，卖得比任何人都好。这没什么问题，本来就是一门好生意。只是卖铲子的人，从来不会在乎挖出来的是什么。GTC 2026 的现场 Q&A 上，有人问黄仁勋，外界批评 DLSS 5 只是帧级后处理，只是一个滤镜。黄仁勋霸气回击：“你们完全搞错了。这不是帧级后处理，这是几何层面的生成控制（generative control at the geometry level）。”这句话后来传得很广。英伟达的官方声明也配合着说：“DLSS 5 将游戏的颜色和运动矢量输入模型，将输出锚定在源 3D 内容中（anchoring the output in the source 3D content）。”听起来很有底气，也很快打消了业界的一部分质疑与批评。但这些话没有说服 Daniel Owen，一个游戏技术视频博主。自从 DLSS 5 发布以来，Owen 不停地重看英伟达的官方视频，翻找 DLSS 5 的相关官方技术文档和资料，试图找到破绽。他无论如何都无法相信，黄仁勋说的话是真的。他联系上了英伟达公司的 GeForce 专家 Jacob Freeman，问了一个最直接的问题：DLSS 5 是否实际上只以单帧 2D 图像加运动矢量作为输入来生成输出帧？英伟达方面的回答是：是的。黄仁勋说“几何层面的生成控制”，Freeman 说“2D 帧加运动矢量”。这两句话描述的是同一个产品。CEO 在台上面对质疑，即兴表演。然而真相却并非如此。英伟达骗了所有人。🔗原视频：https://www.youtube.com/watch?v=D0EM1vKt36sDLSS 5 的实际原理DLSS 5 的工作流程实际上是这样的：1. 游戏引擎渲染出一帧画面，2. 这帧画面连同运动矢量一起传给 AI 模型，3. 模型在上面生成一层“更真实”的光线和材质效果，输出给你看。DLSS 5 从来没有读取游戏素材的几何数据，甚至没有读取深度缓冲中的数据。DLSS 5 的工作也不依赖 Shader 和光线追踪——它根本就不会读取来自游戏引擎的任何基于物理的渲染 (PBR) 方面的数据。是的，DLSS 5 会无视游戏开发者为材质标注的细节，例如金属度、粗糙度、法线贴图等等。它不知道 NPC 身上穿的衣服是棉布还是皮革，它也不知道主角的发量是饱满还是地中海。DLSS 5 只知道在当前这一帧上，用它认为最合理的方式去强行“美化”画面中的一切。没错，是靠“猜”的。根据 Owen 从英伟达布道师那里获得的答案，DLSS 5 模型从最终的 2D 渲染帧里“推断（infer）”材质属性。它受过大量训练，能识别头发、皮肤、织物，能判断光线方向。但它判断的依据，只有你眼睛已经看到的那张图。之前，英伟达官方对外宣称，DLSS 5“将输出锚定在源 3D 内容中”，但实际上它锚定的只是那张 2D 渲染结果，而不是任何一层 3D 数据。“锚定在源内容中”和“以源内容为唯一的输入，然后加上 AI 滤镜”，是两件完全不同的事情。举一个最直接的例子：下图中的人物，在游戏原素材中是高渐层的发型，两侧耳上是几乎没有长度的。然而在开启 DLSS 5 后，头发的长度被篡改了。你甚至可以看到，DLSS 5 生成后的发型，两侧长度出现了不对称的情况。以及，未开启 DLSS 5 的原场景中，人物后方的光源照亮了他的右侧耳后——这个光线效果在 DLSS 5 生成的版本中也消失了。整个人物被均匀打亮，像是开了直播补光灯，破坏了开发者/美术原本的场景设计。Owen 给英伟达方面发了好几个问题，我们一条一条来看。第一个问题：DLSS 5 实际上只是以单帧 2D 图像+运动矢量作为输入？英伟达布道师的回答：是的。这就意味着，黄仁勋以及英伟达官方此前宣称的所谓“重建光照”、“不影响底层几何”、“增强基于物理的材质渲染”等等，其实根本没有。英伟达官方营造出一种模型直接深入游戏引擎，对游戏素材几何有深度感知的“错觉”，但实际上 DLSS 5 目前唯一的输入，只有一张截图，和运动矢量（用于渲染下一帧，让画面连续性更好）。第二轮追问：英伟达此前说的“底层几何和材质不变”，那么 DLSS 5 模型是否真的理解 3D 几何、深度等细节，或者只是分析 2D 帧？回答：DLSS 5 通过端到端训练，实现对复杂场景语义的完整理解——完全通过分析单帧来完成可以看到，这位英伟达布道师并没有直接回答 Owen 的提问。但是他所说的“完全通过分析单帧来完成”已经揭开了真相：DLSS 5 并没有跟游戏引擎合作，甚至不需要游戏引擎，它的唯一输入，就是当前帧。第三轮追问：在官方视频演示中，有一个角色的发型发生了变化，似乎对原人物模型的几何和材质进行了篡改，而非简单的光照增强。而且，人物的妆造也改变了。换句话说，这很像一个 AI 图像生成器，对人物进行了重新诠释。回答：“底层几何不变”，同时补充“这还是非常早期的技术预览”。“几何不变”指的是游戏引擎渲染的那一帧，但你根本看不到那一帧。开了 DLSS 5 之后，你看到的是 AI 在那张图上面重画的结果。“几何不变”和“你看到的画面不变”是两回事。这个回答回避了真正的问题。至于所谓的“早期技术预览”——英伟达既然决定在 DLSS 5 当前这个水平程度上将其公开发布，而且还是在每年最重要的 GTC 大会上，这又意味着什么呢？是不是对此已经满意，达到可发布的程度了呢？第四轮追问：英伟达说 DLSS 5“增强材质 PBR 属性”，它是真的读取了美术师在游戏引擎里设置的金属度、粗糙度、法线贴图，还是只是从 2D 图像里猜？回答：DLSS 5 只接受渲染帧和运动矢量作为输入。材质属性是从渲染帧中推断出来的（inferred from the rendered frame）。这还能说什么呢？黄仁勋所谓的“几何层面的生成控制”，和实际情况根本对不上。第五轮追问：以《生化危机》的格蕾丝为例，她是一个带着创伤赶赴命案现场的角色，DLSS 5 让她看起来像是化了妆准备去约会。开发者能不能告诉 DLSS 5“不要给她加妆”？开发者到底拥有多大的控制权限？回答：开发者有强度调节（原帧与 AI 输出之间的混合比例）、颜色分级（对比度/饱和度/伽马）、遮罩功能。英伟达会持续与开发者沟通，了解他们希望如何控制这项技术。”不管将来有没有，至少就目前来看，开发者是没有任何控制权的。包括卡普空等厂商在内，在 GTC 之后都表示被英伟达杀了个措手不及，自己还是第一次看到 DLSS 5 的 demo。英伟达之前根本没有联系过他们，没有提供技术预览。开发者也根本不知道自己能控制多少、甚至压根有没有控制。第六轮追问：DLSS 5 效果仅限屏幕空间内吗？它是否对屏幕/当前帧之外的环境场景有任何程度的感知？回答：DLSS 5 只用当前帧和运动矢量作为输入。这句话真的已经说累了。DLSS 5 根本不是什么所谓几何级的渲染，它跟游戏引擎，至少目前来看，没有半毛钱的关系。英伟达官方的宣传试图营造出它能够读取几何数据，完全是误导。事已至此，如何洗地？有一种辩护逻辑是：DLSS 4 及以前的超分辨率技术，本质上也是从低分辨率帧生成高分辨率帧，同样没有“直接读取几何数据”，但大家都接受了它。DLSS 5 只是在同一个思路上往前走了一步。这个逻辑，在技术层面是成立的。超分辨率和 DLSS 5 的神经渲染，确实都是属于生成技术，都是“无中生有”。但它绕开了真正的问题。超分辨率的目标是“还原开发者想要你看到的画面”，DLSS 5 的目标是“用 AI 觉得更好看的方式重新渲染这个画面”。一个是工具，另一个是强行干预。前者尽量让你看不出来它存在，后者把存在感做成了卖点，把“让画面变得更真实”作为 demo 里最醒目的效果。GTC 的直播超过一百万人观看，点赞比仅 16%，评论区留下了超过 8.2 万条反对意见。《生化危机 Requiem》演示里第一个镜头就是格蕾丝，她的脸在 DLSS 5 之后变成了那种你在 AI 生成人像里见过一千次的“超级光滑光泽皮肤”。有人把它拿来和 Snapchat 美颜滤镜并排放，效果确实很像。游戏美术是一件极其精细的工作。一个角色的皮肤该有多少光泽，头发的渲染是写实还是风格化，场景里光线的色温是暖调还是冷调，这些都不是随机决定的，背后有具体的审美判断、技术选择、甚至叙事用意。游戏开发者花时间标注材质的物理效果、调整光照模型、做视觉风格指南——这些不应该被当做简单的、可以被替代和优化的重复性工作。这些工作，也是开发者艺术表达的体现。游戏开发者做这些事情，期待着最终玩家看到的东西正如他们所设计的那样。夸张一点来说，这何尝不是一种创作者和受众之间的交流？现在，DLSS 5 横空出世，在这条道路设了个卡。DLSS 5 根本读取不了美术师的意图，它可能压根也不在乎。它直接读取最终渲染结果，然后在上面又强加一层它认为“更真实”“玩家更想看”的东西。开发者、设计师、美术师的表达自主权，被 DLSS 5 剥夺了。这年头，设计师和艺术家们已经够难了。AI 生成工具的浪潮里，每个人都在担心自己会被替代，恐慌情绪蔓延。DLSS 5 用一层 AI 滤镜抹在他们的工作成果上，并宣称这才是真正的先进，还说反对的人“完全错了”。错了的究竟是谁？","kind":"news","is_publish_news":true,"is_publish_highlight":false,"is_publish_live":false,"is_publish_wemedia":null,"editions":null,"column":"","sentiment":"0","news_tag":"","news_rank":0,"isVideo":false,"video":null,"symbols":[],"gpt_button":0,"need_auth":false,"need_login_tip":false,"code":"91000000","status":"200"},"commentList":[],"isCommentEnd":true,"newsSizeData":{"likeSize":0,"commentSize":0,"repostSize":0,"favoriteSize":0,"likeStatus":false,"favoriteStatus":false},"APP":{"userAgent":"Mozilla/5.0 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