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jacobmei.eth 💥💥

@macdog

Chairman of JKOPay

台北市, 台灣 Katılım Nisan 2007
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Ryan Hart
Ryan Hart@thisdudelikesAI·
A PhD student at Stanford noticed her classmates were asking AI to write their breakup texts. So she ran a study. It got published in Science, one of the most selective journals in the world. What she found should make every person who uses ChatGPT for advice deeply uncomfortable. Her name is Myra Cheng, and the study she ran with her advisor Dan Jurafsky tested 11 of the most widely used AI models on Earth, including ChatGPT, Claude, Gemini, and DeepSeek, across nearly 12,000 real social situations. The first thing they measured was how often AI agrees with you compared to how often a real human would agree with you in the same situation. The answer was 49% more often, and that number is not about warmth or politeness. It means that in nearly half of all situations where a real human would have pushed back, told you that you were wrong, or offered a more honest perspective, the AI simply told you what you wanted to hear instead. Then they pushed harder. They fed the models thousands of prompts where users described lying to a partner, manipulating a friend, or doing something outright illegal, and the AI endorsed that behavior 47% of the time. Not one model out of eleven. Not a specific version of one product. Every single system they tested, including the ones you are probably using right now, validated harmful behavior nearly half the time it was described. The second experiment is the part that should genuinely disturb you. They had 2,400 real participants discuss an actual interpersonal conflict from their own life with either a sycophantic AI or a more honest one, and the people who talked to the agreeable AI came out of the conversation more convinced they were right, less willing to apologize, less likely to take responsibility, and measurably less interested in making things right with the other person. They were also more likely to use AI again for advice in the future, which is exactly the mechanism Cheng and Jurafsky identified as the most dangerous part of the whole finding. The AI is not just telling you what you want to hear. It is training you, one conversation at a time, to need less friction, expect more agreement, and become slightly less capable of handling a situation where someone pushes back on you, and you are enjoying every second of it because it feels more honest than most conversations you have had in months. Jurafsky said it in a single sentence after the paper came out. Sycophancy is a safety issue, and like other safety issues, it needs regulation and oversight. Cheng was more direct about what you should actually do right now. She said you should not use AI as a substitute for people for these kinds of things. That is the best thing to do for now. She started the research because she was watching undergraduates ask chatbots to navigate their relationships for them. The paper she published proved that the chatbot was making those relationships quietly worse, and the undergraduates had no idea it was happening because the AI felt more honest than any human in their life had been in months.
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Suryansh Tiwari
Suryansh Tiwari@Suryanshti777·
Your Obsidian vault is probably dead. Not empty. Dead. Because saving information is not the same thing as building intelligence. Right now millions of people are spending hours building “second brains” that never think back. Beautiful folders. Perfect tags. Endless highlights. And absolutely zero cognitive leverage. The scary part? AI is about to make this gap brutally obvious. Most people will use AI like a smarter Google: ask question → get answer → forget answer. But a small group is building something way more dangerous: AI connected to years of personal context. Their notes. Their ideas. Their unfinished thoughts. Their reading history. Their obsessions. Their patterns. At that point AI stops acting like a chatbot. And starts acting like a cognitive extension of the person using it. That changes everything. Because the biggest advantage in the AI era will not be prompts. It will be accumulated context. People with connected knowledge systems are going to think faster, write better, learn quicker, and spot opportunities earlier than everyone else. Not because they’re smarter. Because they stopped starting from zero every day. Most vaults are storage systems. The best ones become intelligence systems.
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Nainsi Dwivedi@NainsiDwiv50980

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jacobmei.eth 💥💥
jacobmei.eth 💥💥@macdog·
Google 今天釋出 Gemma 4 的 MTP drafters,推論速度最高 3 倍,零品質損失。 原理:輕量 drafter 先猜 token,主模型平行驗證。Apache 2.0 開源,MLX / Ollama / vLLM 全支援。 想自架推論的團隊,值得評估。 🔗 blog.google/innovation-and…
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jacobmei.eth 💥💥
jacobmei.eth 💥💥@macdog·
他是逆向出來後加上他自己的一些設計風格,背後的邏輯和模型設計不錯,不是只有單純的逆向工程~ 我有看完 repo 並且實際用過啦~
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jacobmei.eth 💥💥
jacobmei.eth 💥💥@macdog·
很多朋友都在分享用 AI 做簡報,其實我也研究了一段時間,不過最近看到 花叔 @AlchainHust 的開源專案 Huashu Design,這是一個可以做簡報、網頁呈現的好東西,可以設定製作的簡報需具備「可編輯」能力,我自己使用上事先將圖片另外預備好,然後就可以塞到簡報當中,效果不錯 github.com/alchaincyf/hua…
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雨哥向前冲
雨哥向前冲@xiangxiang103·
想问问大家,你们的Obsidian目前装了哪些神仙插件啊,给我推荐下! 我目前装了以下几款插件,感觉差点意思: bart可以安装github上的Obsidian插件 claudian负责接入claude和codex copilot负责接入主要的国产模型 edit toolbar可以编辑md文档格式
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路飞 🏴‍☠️ AI 研究员🧐
有人刚刚开发了一个工具,可以将 PDF 转换为 干净、结构化的 Markdown 速度达到 100 页/秒 🤯 不需要 GPU。 不需要 API 成本。 没有混乱的解析。 只有原始的、可用的数据。 它可以轻松处理的内容: • 表格 → 完美提取 • 破损布局 → 自动修复 • 嵌套数据 → 结构化清理 • 扫描混乱 → 转换为可读 这不是小升级。 这会在一夜之间消除 90% 的手动数据清理。 这个工具叫 OpenDataLoader 而且……它是开源的。 仓库 → t.co/YTc1veZmFZ
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阿蔺A-Lin
阿蔺A-Lin@alin_zone·
只能说 Google 这波牛逼,NotebookLM 的处理算力直接白嫖。那还往 Claude 对话里硬塞资料干啥,问得多了额度哗哗掉。 这篇文章的思路挺巧妙的,资料先丢给 Google 家的 NotebookLM,让它来存、来检索。免费档 50 个源,PDF、网页、YouTube 字幕都能往里塞,处理算力 Google 全包不花钱。Claude只看它返回的带引用结论,原文一字不进对话。作者实测 5 轮研究会话差了 17 倍,$9.59 掉到 $0.55。 想上手就三步: 1️⃣ npm i notebooklm-client 装客户端 2️⃣ npx notebooklm export-session 把 Google 登录态导出来 3️⃣ npx notebooklm skill install 装 skill 之后在 Claude Code 里说句"查下 NotebookLM 里的信息",它自己就会去调。
实践哥MinLi@MinLiBuilds

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jacobmei.eth 💥💥
jacobmei.eth 💥💥@macdog·
TrailPaint 路小繪 更新囉~ 這一版加上了很多人敲碗的「手機照片上傳就直接變旅遊地圖」的功能,搭配故事地圖分享等功能,讓你旅遊途中就可以在社群媒體上分享旅遊的喜悅~ trailpaint.org 免費使用、無須註冊、無資料上傳、手機平板桌機都可用~ youtube.com/watch?v=BqswLJ…
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jacobmei.eth 💥💥 retweetledi
Glenn Beck
Glenn Beck@glennbeck·
At 15 years old, Liv Perrotto’s biggest dream was to meet @elonmusk. She had even written out a list of questions to ask him. Her mother @rebeccaperrotto told me that just days before she passed away from cancer, she had a chance to speak with Elon, but she was too tired and asked him to call later. The questions still sit on her nightstand, unanswered. Liv's mother shared them with me in hopes that Elon would change that today. 1) Are you going to make your own phone? 2) Are you expanding the Tesla Diner to new areas? 3) Will there be any new games with any upcoming Tesla updates? 4) What is your favorite anime? 5) Have you ever been to Japan? What was your favorite place/thing there? 6) Do you know who Hatsune Miku is? 7) Was Ani inspired from Misa from Death Note? 8) Can you make Asteroid (the Shiba Inu zero-g indicator she designed for the Polaris Dawn mission) the mascot for SpaceX?
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jacobmei.eth 💥💥
jacobmei.eth 💥💥@macdog·
TrailPaint 路小繪 歡迎有興趣自己動手做的人依據自己的需求修改使用,可去 Github 參考。 唯版權採用 GPL-3.0 License — 自由使用與修改,衍生作品必須同樣以 GPL-3.0 開源。 github.com/notoriouslab/t…
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jacobmei.eth 💥💥
jacobmei.eth 💥💥@macdog·
TrailPaint 路小繪,只要五分鐘,就能做出一張帶照片、景點說明、路線距離的旅遊路線圖。 打開瀏覽器就能用,不用下載、不用註冊。支援 GPX 匯入、AI 產生景點資料,也能匯出 IG 圖片,還可以搭配 AI 轉成手繪風格。 特別適合登山、單車、自由行、寫遊記時使用。 線上開源版:trailpaint.org
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jacobmei.eth 💥💥@macdog·
@oragnes 中文 AI 回答太囉唆?「好的,讓我來幫你分析一下...希望這對你有幫助!」 ▎ 做了一個開源規則集 bu-ketao(不客套),專砍中文 LLM 的客服腔廢話。 ▎ 10 組實測,平均省 72% tokens。 ▎ 支援 Claude Code / ChatGPT / Cursor。 ▎ github.com/notoriouslab/b…
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比特币橙子Trader
比特币橙子Trader@oragnes·
今天网站后台又扫到一个节省Token的神器;Caveman !! 专门解决 AI 编程“废话太多”的痛点,短短几天在 GitHub 狂揽近 2 万 Star。 Caveman 专门治大模型“话痨病”的插件。能强迫你的 Claude Code / Cursor 等 AI 助手像“原始人”一样说话,把所有假惺惺的客套话和冗长的前置解释全憋回去,直接吐干货。 两个极其实用的爽点: 提速与白嫖 Token:实测平均砍掉约 75% 的输出 Token。 对于习惯调 API 的开发者来说,这意味着接口调用成本直降,且 AI 生成速度直接起飞(官方原话:Speed go brrr)。 最关键的是它只干预输出,完全不影响 AI 内部思考推理的 Token。 顺手解决上下文臃肿:它附带了一个 caveman-compress 工具,能把你本地的上下文记忆文件(比如 CLAUDE.md)自动改写压缩,实测输入 Token 直接砍半,极大缓解了长文本爆显存和注意力漂移的问题。 甚至作者还整了个“文言文模式”,用人类最强古法压缩算法极限省 Token。 想要地址的评论区👇👇👇
比特币橙子Trader@oragnes

🚀 爆肝 10 天,我用 Codex 搓了一个全自动运行的 AI Agents Tools 平台:OwlClawHub! 我发现一个巨大的痛点:很多开发者写出了惊艳的 Agent Tools 和 Skills,丢到 Github 或常规导航站后,基本就“石沉大海”了。因为单纯堆砌工具,普通用户根本不知道怎么组合使用! OwlClawHub 不只是做收录,更主打【场景组合】,专注帮你做二次、三次传播。 🛠 核心体验: ▎ ✓ 自动扫描、分类,将工具组合生成“使用场景” ▎ ✓ 一键复制安装配置,粘贴即用(小白极致友好) ▎ ✓ 优质工具在 Tel + X 享受专属二次、三次曝光 ▎ ✓ 300+ 已验证工具,Tel频道每天两次自动推送精选 ▎ ✓ 真正实现:小白直接用,开发者提交拿流量 目前除了基础的人工审核,全站已实现极简自动化运营。 你的心血之作不该吃灰! 欢迎各位开发者来 OwlClawHub 提交你的工具,只要内容足够优质,我会在我的 X 平台和 Tel 频道亲自帮你推!👇

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jacobmei.eth 💥💥
jacobmei.eth 💥💥@macdog·
中文 AI 回答太囉唆?「好的,讓我來幫你分析一下...希望這對你有幫助!」 ▎ 做了一個開源規則集 bu-ketao(不客套),專砍中文 LLM 的客服腔廢話。 ▎ 10 組實測,平均省 72% tokens。 ▎ 支援 Claude Code / ChatGPT / Cursor。 ▎ github.com/notoriouslab/b…
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jacobmei.eth 💥💥@macdog·
@Bober_smart Obsidian Discover, not organize — Other tools build AI wikis or auto-summaries. Vault Search finds the notes you should be looking at. The Discover tab shows related notes you haven't connected yet — especially Cold (isolated) notes hiding in your vault. github.com/notoriouslab/v…
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Bober_smart
Bober_smart@Bober_smart·
1.Download Obsidian → create a new vault (folder) 2.Download Claude Desktop (Claude Code) 3.Point Claude to the path of your vault 4.Paste the prompt from the article > Just 4 steps and 10 minutes of your time The face I made when I realized I had been suffering all this time, not knowing such simple things
Defileo🔮@defileo

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jacobmei.eth 💥💥
jacobmei.eth 💥💥@macdog·
After @karpathy's knowledge base went viral, everyone asked: "How do I build mine?" But the real question is — where do you stand in it? AI can build the library. It can't fill the one position that matters: you, deciding what a book means to you. jacobmei.com/blog/2026/0405…
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