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소스 채널 @phpdevelopersuz · Post #2990 · 12월 31일

Bot API was updated to version 6.4 Forums • Bots can now open, close, edit and toggle the visibility of the General Topic. • Added support for new service messages, like ForumTopicEdited, GeneralForumTopicHidden and more. • The method sendChatAction can now send actions to any thread or topic via the message_thread_id parameter. Spoilers • Added spoiler detection via the new has_media_spoiler field in the Message class. • Bots can send media covered by a spoiler animation via the has_spoiler field in sendPhoto, sendVideo and sendAnimation. Web Apps • Added a native QR scanner popup, controllable via showScanQrPopup and closeScanQrPopup. • Web Apps launched from the attachment menu can request clipboard text via readTextFromClipboard. • Added a platform field, showing which platform the web app is being used on. General • Added the is_persistent field, to keep ReplyKeyboards open by default. See the full changelog for details on the official website. #update#BotAPI https://t.me/+VMLgtEPNL49jZmNh

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@seeker_rc · Post #20227 · 2026. 05. 11. AM 06:25

来个民科风暴:我要把这头上的 token 给他换成 DNA ai 说让我把这个实验写论文 投顶会,投图灵 我是这个时代新范式的引领者。 我要是刚 ai ,我肯定就信了。 下面开始介绍(吹) 先说问题 token embedding 有个我觉得很根本的毛病:它把"这个词是什么意思"和"推理过程中积累的上下文"塞进同一个向量里,然后每层都覆盖一遍。 残差连接解决了梯度消失,但解决不了这个问题——原始语义和推理状态混在一起,没有办法分开。你想知道"这个 token 原本是什么意思",在深层网络里做不到。 这不是调参能解决的。是结构问题。 我的假设 如果信息承载物本身有两个物理隔离的区域——一个永远不变,一个随推理动态演化——会怎样? 灵... via V2EX 分享创造 标签: #grade#token#Phase ⚡️探索号频道 ⚡️探索者频道 ⚡️探索者交流群 ⚡️ Youtube 频道:科技探索者 每天推荐有趣内容,欢迎订阅、转发。