parse text in a given format and produce a native representation of the document (an abstract syntax tree or AST), and a set of writers, which convert this native representation into a target format. Thus (Jupyter notebook) • jats (JATS XML) • jira (Jira/Confluence wiki markup) • json (JSON version of native AST) • latex (LaTeX) • markdown (Pandoc’s Markdown) • markdown_mmd (MultiMarkdown) • markdown_phpextra unextended Markdown) 7 Options • mediawiki (MediaWiki markup) • man (roff man) • muse (Muse) • native (native Haskell) • odt (ODT) • opml (OPML) • org (Emacs Org mode) • ris (RIS bibliography) • rtf (Rich

这个技术判断在
23
年
10
⽉已经被传递出来，当时杨植麟创⽴的⽉之暗⾯发布了⾸个模型
moonshot
和智能助⼿
Kimi，⽀持
20
万字的输⼊。做“⻓”是因为杨植麟判断
AI-Native
产品的终极价值是提 供个性化的交互，⽽
lossless
long-context
是实现这⼀点的基础
⸺
模型的微调⻓期不应该存在， ⽤⼾跟模型的交互历史就是最好的个性化过程，历史上每⼀ ⼾的，但我认为最终会转移到⽤⼾的
scaling
law，只是个时间问题。
现在⾯对数据瓶颈，这⼀点尤为重要。特别是⼈类偏好数据，它⾮常有限，但没有它⼜不⾏。我觉得 这也是每⼀个AI-Native
产品现在最值得思考的问题之⼀。所以，⼀个不⾜够关⼼⽤⼾的公司最终可能 也没法实现
AGI。

海外独⻆兽：怎么看
MoE？有⼀种说法是
MoE
不是真正的
scale
up，只有
scale
up
dense
model

海外独⻆兽：Google
和抖⾳背后的搜索和推荐有很强的⻜轮效应，算法能根据⽤⼾的⾏为实时反 馈，⽤⼾体验也能不断提升。LLM
现在⽆法实时反馈⽤⼾⾏为，AI-Native
产品的⻜轮效应会是什 么？ 杨植麟：我深⼊思考过这个问题。AI-Native
产品最终的核⼼价值是个性化交互，这是以前技术实现得 不好的，所以这个问题其实是关于个性化的
⸺
怎么让⽤⼾使⽤你的产品多了之后，获得⾼度个性化 的互

and PyTorch. 3.18 云原生组件/工具 / 3.18 Cloud-native components/tools 云原生组件/工具的使用中，Kubernetes 一枝独秀。 Kubernetes stands alone in the use of cloud-native components/tools. 【专家点评】/ [Expert Comment] Serverless will be the new paradigm for combining open source and cloud computing. Serverless is a cloud-native development model that allows developers to focus on building and running applications without be made, and whether the project will be overseen by third-party foundations such as the Cloud Native Computing Foundation - CNCF and the Apache Software Foundation. In addition, at this stage, the

graphical user interface description language file format GIMP XCF maintaining layers (*.xcf) Gimp’s native file format, with Inkscape layers being converted to Gimp layers Jessylnk zipped pdf or png output image file format ras (*.ras) Sun (Solaris) raster file format sK1 vector graphics files (*.sk1) native file format of sk1 vector editor Scalable Vector Graphic (*.svg) SVG files, such as the files Inkscape Inkscape on macOS, in Inkscape 0.92 and earlier versions. Starting with version 1.0, Inkscape is a native Mac application that no longer uses XQuartz. XQuartz [https://www.xquartz.org] is an open source

graphical user interface description language file format GIMP XCF maintaining layers (*.xcf) Gimp’s native file format, with Inkscape layers being converted to Gimp layers Jessylnk zipped pdf or png output image file format ras (*.ras) Sun (Solaris) raster file format sK1 vector graphics files (*.sk1) native file format of sk1 vector editor Scalable Vector Graphic (*.svg) SVG files, such as the files Inkscape Inkscape on macOS, in Inkscape 0.92 and earlier versions. Starting with version 1.0, Inkscape is a native Mac application that no longer uses XQuartz. XQuartz is an open source X.Org project X Window System

ID: f5bcdc89cad05106f743fbc2ea771fb0 at sun.reflect.NativeConstructorAccessorImpl.newInstance0(Native Method) at sun.reflect.NativeConstructorAccessorImpl.newInstance(NativeConstructorAccessorImpl simpleTest(ExampleVuejsTestSuite.java :34) ① at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)

ID: f5bcdc89cad05106f743fbc2ea771fb0 at sun.reflect.NativeConstructorAccessorImpl.newInstance0(Native Method) at sun.reflect.NativeConstructorAccessorImpl.newInstance(NativeConstructorAccessorImpl simpleTest(ExampleVuejsTestSuite.java :34) ① at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)

Inkscape on macOS, in Inkscape 0.92 and earlier versions. Starting with version 1.0, Inkscape is a native Mac application that no longer uses XQuartz. XQuartz [https://www.xquartz.org] is an open source maps and web graphics. Inkscape uses the W3C open standard SVG (Scalable Vector Graphics) as its native format, and is free and open-source software. —Inkscape Website We can have different styles of

Inkscape on macOS, in Inkscape 0.92 and earlier versions. Starting with version 1.0, Inkscape is a native Mac application that no longer uses XQuartz. XQuartz [https://www.xquartz.org] is an open source maps and web graphics. Inkscape uses the W3C open standard SVG (Scalable Vector Graphics) as its native format, and is free and open-source software. —Inkscape Website We can have different styles of

Inkscape on macOS, in Inkscape 0.92 and earlier versions. Starting with version 1.0, Inkscape is a native Mac application that no longer uses XQuartz. XQuartz is an open source X.Org project X Window System maps and web graphics. Inkscape uses the W3C open standard SVG (Scalable Vector Graphics) as its native format, and is free and open-source software. —Inkscape Website We can have different styles of