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

to get to a world stage. But with AI, it might be possible in the future where you speak in your native language, and the AI will understand it and will actually real-time translate… …What will that What’s emerging is a flywheel of developer-led infrastructure growth. As more developers build AI-native apps, they also create tools, wrappers and libraries that make it easier for others to follow. for these prizes. Enter the horizontal enterprise platforms – horizontal layers that combines AI-native productivity, search, communication, and knowledge management into one unified interface. Think

developers, because they write the code and provide initial strings. However developers are often not a native speakers in the source language and do not provide desired quality of the source strings. The intermediate a wide range of file formats (see Supported file formats) and the easiest approach is to use the native format for each platform. Once you have added all platform translation files as components in one Features Does Weblate support other VCSes than Git and Mercurial? Weblate currently does not have native support for anything other than Git (with extended support for GitHub, Gerrit and Subversion) and

developers, because they write the code and provide initial strings. However developers are often not a native speakers in the source language and do not provide desired quality of the source strings. The intermediate a wide range of file formats (see Supported file formats) and the easiest approach is to use the native format for each platform. Once you have added all platform translation files as components in one Features Does Weblate support other VCSes than Git and Mercurial? Weblate currently does not have native support for anything other than Git (with extended support for GitHub, Gerrit and Subversion) and

developers, because they write the code and provide initial strings. However developers are often not a native speakers in the source language and do not provide desired quality of the source strings. The intermediate a wide range of file formats (see Supported file formats) and the easiest approach is to use the native format for each platform. Once you have added all platform translation files as components in one Features Does Weblate support other VCSes than Git and Mercurial? Weblate currently does not have native support for anything other than Git (with extended support for GitHub pull requests, Gerrit and Subversion)

developers, because they write the code and provide initial strings. However developers are often not a native speakers in the source language and do not provide desired quality of the source strings. The intermediate a wide range of file formats (see Supported file formats) and the easiest approach is to use the native format for each platform. Once you have added all platform translation files as components in one Features Does Weblate support other VCSes than Git and Mercurial? Weblate currently does not have native support for anything other than Git (with extended support for GitHub pull requests, Gerrit and Subversion)

developers, because they write the code and provide initial strings. However developers are often not a native speakers in the source language and do not provide desired quality of the source strings. The intermediate a wide range of file formats (see Supported file formats) and the easiest approach is to use the native format for each platform. Once you have added all platform translation files as components in one Features Does Weblate support other VCSes than Git and Mercurial? Weblate currently does not have native support for anything other than Git (with extended support for GitHub pull requests, Gerrit and Subversion)

developers, because they write the code and provide initial strings. However developers are often not a native speakers in the source language and do not provide desired quality of the source strings. The intermediate a wide range of file formats (see Supported file formats) and the easiest approach is to use the native format for each platform. Once you have added all platform translation files as components in one Features Does Weblate support other VCSes than Git and Mercurial? Weblate currently does not have native support for anything other than Git (with extended support for GitHub pull requests, Gerrit and Subversion)