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@maxChen38806772 @shao__meng @maxChen38806772 First public save of this thread! 🏆 Stats: • 2238 total saves of shao__meng's threads (ranked #70)

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Claude Code 源码意外“开源”后，Github 一度出现了几十个复刻和不同语言实现版本，也有人整理成类似 DeepWiki 的文档分享，但把 Claude Code 源码解读写成书的，还是第一次见到： Claude Code from Source claude-code-from-source.com 可以肯定是 100% AI 读源码生成的，不过作者也很费心 (token) 整理出 18 章，想了解 Claude Code 工程架构和其中细节的朋友不妨看看。

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@KittorsY41334 @xicilion @KittorsY41334 First public save of this thread! 🏆 Stats: • 269 total saves of xicilion's threads (ranked #1002)

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这是我自己用了很久的语言检测模块，靠 LLM 自己选择回应语言是很不靠谱的，如果加上大量语料上下文就更容易出现幻觉。 我的做法是严格检测用户提问的语种，并且强制要求必须以检测到的语种回复。一直很稳定。 最近添加了一些新语种参数进去。 github.com/querycatai/fib…

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对 AI 和大语言模型感兴趣，想了解它到底是怎么工作的，但一看那些动辄几十亿参数的模型，根本不知道从哪下手。 不妨看看 GuppyLM 这个项目，用不到 900 万参数从零训练一个会说话的「小鱼」，五分钟就能跑通整个流程。 从数据生成、分词器训练、模型搭建到推理对话，每个环节都能亲手操作一遍，把大模型的神秘感彻底拆开。 GitHub：github.com/arman-bd/guppy… 整个模型小到可以直接在浏览器里运行，也能在 Google Colab 上一键训练。 如果你一直好奇大语言模型内部到底怎么运转，这个项目是个很好的起点，门槛低，五分钟出结果，玩着玩着就懂了。

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llm-wiki v0.3.0 版本更新发布啦 🎉 新增检索优化，搜索问答更加准确： - 检索增强：BM25 + 意图分类 + RRF 融合（benchmark 验证）+ 向量搜索（benchmark: 58.2% → 71.4% recall） - LanceDB 向量存储后端 文件夹导入，批量导入更加方便： - 文件夹递归导入 + 保留目录结构 - 文件夹路径作为 LLM 分析上下文 - 持久化摄入队列（串行处理、断点恢复、失败重试） - Activity Panel 队列可视化（进度条、取消、重试） llm-wiki 是一个基于 karpathy 大神分享的知识库管理方法论的落地实现，全平台支持，并且新增了非常多的功能和算法优化，会持续更新，欢迎 Star🌟 项目地址：github.com/nashsu/llm_wiki

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En relación a este tema del capital erótico hay un artículo clásico de Roy Baumeister y Kathleen Vohs titulado “Sexual Economics: Sex as Female Resource for Social Exchange in Heterosexual Interactions” (2004, publicado en Personality and Social Psychology Review). journals.sagepub.com/doi/10.1207/s1… 0pubmed Es un artículo provocador donde plantean una teoría económica del sexo brutalmente pragmática. Muy resumida: -El sexo se puede analizar como un mercado. -Las mujeres son las vendedoras de sexo. -Los hombres son los compradores. -El sexo es tratado como un recurso femenino que las mujeres poseen y que los hombres desean más intensamente. Por eso, en las relaciones heterosexuales, los hombres suelen ofrecer otros recursos (compromiso, atención, estatus, dinero, protección, amor, etc.) a cambio de acceso sexual.

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Las feministas son analfabetas de sus propias ideas, son incapaces de ganar un debate. pero ¿por que? El feminismo no va de igualdad, trata de destrucción social. ¿Conoces la "teoría critica"? si entiendes eso entenderás por que el feminismo nunca puede ser bueno te explico: +

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how to build your own content engine Ronin runs 10 social accounts without writing a single post, no content team, just 17 markdown files and one AI agent here's how it works 🧵

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Skip Netflix tonight. Give yourself just 60 minutes of this instead. A complete Claude AI course that shows you how to create, build, and automate anything from scratch. The ones who dive in today will wake up tomorrow with a skill most people won’t figure out for years. The ones who scroll past will still be in the same spot next year, wondering why nothing changed. Your move.

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🚨do you understand what two Anthropic engineers just explained in 16 minutes. Barry and Mahesh built Claude Skills from scratch. here's the part nobody is talking about: > Skills are just folders. > folders that teach Claude your job. > your workflow. your expertise. your domain. Claude on day 30 is a completely different tool than day one. watch this before you write another prompt. before you build another agent. before you touch another tool. 16 minutes. bookmark it. watch it today. and if you want to learn everything about Claude from scratch the full 4 hour guide is waiting below.

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My free guide to building a massive online audience: Write: • 300 words per day • Create with your reader Publish: • Practice in public • Double down on what works Expand: • Turn high-performing topics into longer-form pieces • Turn longer-form pieces into Intellectual Capital you can sell

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Don't type another prompt into Claude. Do these 9 simple things first: 1. Download the Claude app Claude .ai works. But the desktop app is better. Go to claude .com/download. Install it now. 2. Pick the Right Model Select Opus 4.6. Turn on Extended Thinking. Click models → Opus 4.6 → Extended Thinking ON. 3. Use Cowork, Not Chat Cowork reads your actual files. Chat doesn't. Point Claude to your project folder. It reads everything before responding. 4. Build Your Folder Structure Create 4 folders: ABOUT ME, PROJECTS, TEMPLATES, CLAUDE OUTPUTS. Example: Who you are, your work, your best templates & where Claude delivers. 5. Write Your "About Me" md File .md file about who you are, your work, thinking. Example: Claude reads it before every response. Less prompting, better output. 6. Write Your Anti-AI Style File A .md file listing every word & pattern you refuse. Example: Ban "delve," "landscape," "leverage." Claude follows it. You stop sounding like a robot. To download mine, go here: how-to-ai.guide. Don't pay anything. It's free in the welcome email. 7. Start Asking End prompt with: "Ask me clarifying questions first." Example: Claude generates a form. You answer. The output jumps 2–3 levels. 8. Set Up Global Instructions Go to Settings → Profile → Global Instructions. Example: Write how you write, what you hate & like. Claude reads this before every single conversation. 9. Edit Your Prompt Don't send a new message. Edit the first one. Example: Every follow-up eats tokens. Editing keeps your context clean. I made over 100+ infographics like this. If you want to download all of them, just: 1. Go to how-to-ai.guide. 2. Then enter your work email. 3. It will ask you to pay or not. Don't pay. 4. Wait 2 min. Then open the welcoming email. 5. Click on my Notion library with everything in it. Disclaimer: you will be subscribed to my newsletter. It's free, and always will be. Some people pay only to join my community & get answers faster. 400,000 readers enjoy it twice a week. To always stay ahead of the AI curve. To master AI, before it masters you. ♻️ Help others get better at Claude.

@thesufipreneur @LearnWithBishal @thesufipreneur First public save of this thread! 🏆 Stats: • 683 total saves of LearnWithBishal's threads (ranked #348)

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I gave Perplexity my salary. It gave me a plan. Use these 7 prompts to turn your income into a complete wealth plan: (Save this)*

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CLAUDE can trade stocks like a pro. But 99% of users aren’t tapping its real potential. Here are 7 prompts to put your trading on autopilot:

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🚨BREAKING: Anthropic just dropped free courses to master AI with certificates. No tuition. No waitlist. No BS. Here're 10 courses that will replace a $50K degree👇

@thesufipreneur @RodmanAi @thesufipreneur First public save of this thread! 🏆 Stats: • 24 total saves of RodmanAi's threads (ranked #9507)

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🚨BREAKING: Your startup idea is probably trash. Claude now thinks like Paul Graham… for FREE. Most ideas feel smart. Almost all fail brutal reality checks. Run these 6 prompts BEFORE you waste months: (Save before you build)

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i killed 4 business ideas in under a week last year WITHOUT building a single one of them each one sounded great on paper each one wouldve taken me 3-6 months to build out properly instead i spent $50 and 48 hours on each and knew exactly which ones were dead heres what i did: i wrote a 3 line email describing an offer that didnt exist yet sent it to 5,000 people and waited 48 hours offer 1: ai cold email writing tool for agencies - sent 5,000 emails - 11 replies - dead offer 2: done for you linkedin outreach service - sent 5,000 emails - 7 replies - dead offer 3: cold email training community with weekly calls - sent 5,000 emails - 4 replies - very dead offer 4: database subscription service for agency leads - sent 5,000 emails - 9 replies - dead i killed all 4 in 6 days total no website built, team hired or sales page written then i tested offer 5 free cold email buildout where you only pay for qualified calls that show up sent 5,000 emails day 1: 12 interested replies day 2: 19 more day 3: inbox going mental 43 people wanted details on something that DIDNT exist yet thats when i knew built it that week thats the offer doing $50k/mo right now and it started as a 3 line email to strangers asking if theyd be interested in something i hadnt made most agency owners do this backwards spend 3 months building a website 2 months designing a brand 6 weeks writing case studies 4 weeks setting up a funnel then launch and find out NOBODY wants it bro you couldve found that out in 48 hours for $50 cold email isnt just a client acquisition tool its the fastest market research on earth and nobody uses it that way every campaign that gets zero replies isnt a failure its a $50 study that just told you what the market doesnt want that information wouldve cost you 6 months and $10K to learn any other way stop building offers in your head start testing them in peoples inboxes 5,000 emails 48 hours $50 and the market will tell you exactly what it wants simples

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This 2 hour Stanford lecture shows exactly how Stanford trains it's engineers to build AI systems. It's more practical than every Claude tutorial & prompting threads you've seen. Bookmark & give it 2 hours, no matter what. It'll be the most productive thing you do this weekend.

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Have you ever read a book by an author that was so good it made you want to read everything else they've written?

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I GAVE CLAUDE MY BIRTH DATE AND TIME It broke down my entire life with an unsettling precision. No horoscopes. No tarot. Just pure artificial intelligence. Here are 7 prompts you should try ↓