马东锡 NLP @dongxi_nlp
Prev. PhD @Stockholm_Uni | Alumni @KTHuniversity @uppsalauni Sharing insights on AI, autonomous agents, and large language & reasoning models Stockholm, Sweden Joined January 2022-
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作为东亚人种，小时候我们是听话的孩子，长大我们是听话的牛马。 成长的过程中，在内部已经受到了太多权威主义的束缚。 现在，面对任何外部的歧视，更应该勇敢发声，不然内外双打，作为这么优秀的人种，是不是太憋屈了？
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看了Anthropic 的公告，如果追踪他们近期的几篇关于LLM安全的文章，其实能够理解到，用LLM做evil方向的产品，方法上是可能的，结果是可怕的。 但这么赤裸裸的表达反华，非常有投诚的味道。 “ When these entities access our services through subsidiaries, they could use our capabilities to…
最近感悟，一定要吝啬自己的激素水平。 最好不要真的付出感情去对待能挑起你喜怒哀乐的内容，尤其是在虚拟世界里。 特别在推上，碰上骂人的认知水平低下的蠢货，但凡你花费一秒钟浪费肾上腺素去生气，你就输了。蠢货则毫发无损，满足地继续骂别人。…
关于卖课，我认为有两种课，行业专家的课和来路不明的课。 行业专家，例如顶级研究员/开发者/设计师，他们凝结自己的经验智慧去设计内容。这样的课，我一定愿意去付费学习。 路不明的课，比如AI混子神棍零售prompt engineering，生活类youtuber量贩vibe coding，社会闲散人员批发销售灰产搞钱手册。
这条太有感触了。 亲眼看到很多老板，或是为了省钱不去找真正的专家，或是不了解AI，作为资本家，反被AI割了韭菜。
这条太有感触了。 亲眼看到很多老板，或是为了省钱不去找真正的专家，或是不了解AI，作为资本家，反被AI割了韭菜。
AI 时代 上等人画像： 深度思考，实操项目，优质分享，长期主义 AI 时代 下等人画像： 灰产，白嫖，搬运，搞钱（根本搞不到）
十几年前，我第一次看到Nickelback这首歌的MV，大受震撼。 每个人的头顶都显示着流逝的时间，生命结束，时间余额归零。 前AI时代的镰刀，只盯着你的口袋。 AI时代的妄人，却要占据你的时间。 前AI时代的镰刀，至少要努力要韭菜聪明。 AI时代的妄人，只需找到比他们更sb的人。 哪个更没有下限？
我为什么讨厌花时间看AI生成的东西，本质上，我觉得不被尊重。 以前，你花一年写一本小说，我买来放在书架，用心读。 现在，你两秒钟生成垃圾文字，让我花几个小时读？ 以前，你花两天写PR, 我认真做code review。 现在，你两秒钟vibe了几十个文件的PR, 让我花半小时review？…
AI时代的可怜韭菜图鉴： 1. 付费阅读 AI 生成的长篇小说 2.付费购买来路不明的 vibe coding 课 3.付费打赏短视频AI擦边主播 4.购买web3+AI Agent的crypto 5.迷信AI算命，沉迷AI陪伴，付费AI心理咨询 6. 购买各种AI+自媒体搬运搞钱系列课程
Vibe时代，一部分人会成为更好的 coder，writer，reader。 但更多的人会成为，vibe 妄人。
大量使用 Claude Code 后，重新读了 SWE-Agent，开始理解使用中的一些问题。 cd/ls/cat/grep/find, Vim-style next/prev 本质上是Human-oriented CLI。 所谓 Human-oriented, 意为着这些CLI设计初衷迎合人类的眼球转动速度，使用CLI过程中的short term 记忆。 Human-oriented…
DeepSeek V3.1 出现了 Glitch Tokens 的问题，随机高频冒出 " extreme" / "极" / "極"。 在 post-training 时代之前，Glitch Tokens 通常指的是某些在自然语料里极少/异常的 token，会扰乱本应正常的生成行为。 在 post-training 时代，大量自制 DSL / 控制标记作为 added tokens…
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