lee

LIQUid #QREDO

[lee @lee71307207]

https://t.co/nyjWgdJf9O
https://t.co/VC7iZSCtBY
https://t.co/s97VeFbDGy
https://t.co/MJAODc2eeI

[wangyun @wangyunWY0203]

孙割与景甜爱恨情仇

我已经买 token，用AI生成小电影了，大家别吃文字版的瓜了，视频给你们准备好了～

这故事后面拍电影必火

[China pulse 🇨🇳 @Eng_china5]

Bilibili is entering a major battle with YouTube—and the numbers are starting to move.

Up to $0.70 per 1,000 views through creator incentive programs.

China’s video platform is going global, aggressively attracting creators with multiple revenue streams, AI tools, fan support and brand deals.

Bilibili is starting to break records—and YouTube may soon face its biggest Chinese challenger yet.

[比特币橙子Trader @oragnes]

卧槽，这个APP太牛逼了

上传一张照片，就可以找出你所有平台的账号

AI时代哪有什么隐私，找你太容易了

[摸鱼局长 | MoyuChief @Jason23818126]

很多人想用 AI 搞钱，但往往只让它干些单线任务。

GitHub 上狂揽 43.6k Stars 的开源神器 TradingAgents，直接用一堆 AI 组建了一个完整的“华尔街投研团队”。

它最大的价值不是帮你炒股，而是向我们展示了如何用 AI 跑通一套能赚钱的自动化业务流。👇

听说不少量化机构都在偷偷跑这个项目的测试。简单说，它不是单一的机器人，而是建立了一套完整的赛博公司运转机制。

系统里配置了多个 AI 打工人，各自扮演不同角色：

1. 细分的专业拆解
基本面研究员看财报，情绪分析师盯新闻，技术分析师算指标。它把一个庞大的目标，拆分成了具体的单线任务交给不同的 AI。

2. 引入内部辩论机制
这是很有意思的一点。系统里有专门的“看多”和“看空”研究员。他们会基于搜集到的数据互相驳斥，通过这种对抗来减少单一 AI 容易产生的幻觉和偏见。

3. 风控与最终拍板
最后，风控团队和基金经理听完所有的分析和辩论，综合评估风险，做出买、卖或持有的最终决策。

作为一个开源实验平台，它能跑历史回测，也能接模拟盘。但现实市场变量太多，指望它稳赚不赔并不现实，而且调用顶级模型 API 的成本也不低。

但其实剥开炒股的壳子，里面就是一套现成的高阶工作流模板。

对做产品、搞副业、做个人效率工具的朋友来说，这套多 AI 协作、交叉验证的逻辑，稍微改改就能直接套进自己的内容矩阵或者数据分析里。

项目代码完全开源，周末有空可以去拆一拆它的架构，研究下多 AI 是如何协作的，DYOR。

🔗GitHub: https://t.co/1Nq3xPezhk
🔗中文版：https://t.co/WqRvYHWPBp

[摸鱼局长 | MoyuChief @Jason23818126]

信息差，依然是这个时代非常赚钱的方式之一。
而最快的捷径，就是直接挖穿 X、Reddit、YouTube、Hacker News 等 10 个核心社区。
本周狂涨 7,349 Stars，目前霸榜 GitHub Trending 第一的开源项目 last30days-skill，恰好把这件事做透了。
它是怎么帮普通人低成本挖出赚钱线索的？简单盘一下。👇

简单来说，这是一个全网风口聚合器。你输入一个关键词，它会自动去搜集过去 30 天的全网讨论，并输出一份带出处的脱水报告。

它比普通搜索引擎好用的地方，主要在这三点：

1. 过滤噪音，交叉对比
单看一个平台很容易被带节奏。但这个工具会同时在前面提到的这 10 个不同圈层的社区里做验证。
如果一个话题在技术圈（HN）和大众讨论区（Reddit/X）都有热度，它才会判定为真正的趋势，帮你过滤掉单一平台跟风炒作的噪音。

2. 接入预测市场，看真实押注
这点非常绝，它整合了预测市场 Polymarket 的数据。你在调研某个赛道或巨头动向时，不仅能看到网友的主观猜测，还能直接看到大家用真金白银押注的赔率。
看懂赔率，往往就能看懂真实的赚钱风向。

3. 直接提炼可复用的经验
如果你在做内容或找副业方向，可以直接问它某个领域过去 30 天最火的实操案例。它会按互动量整理出被验证过的打法或 Prompt。
如果是做小工具变现，把它设为竞品监控，用户在各个平台抱怨的痛点也会被清晰地汇总出来，这些全都是现成的需求。
每次生成的调研报告，还会自动存为本地的 Markdown 文件，方便建立自己的个人知识库。

AI 时代的信息优势，已经不再是我知道你不知道的事，而是比谁能更早、更准地过滤出能变现的干货。

项目链接放这了，有空可以拿去试试，DYOR。

🔗 GitHub: https://t.co/cIFjC17ywx
🔗 ClawHub: https://t.co/47djc62GGk

[Paul White Gold Eagle @PaulGoldEagle]

🔺 🔺 🔺72 HOURS 🔺 🔺 🔺

That's all that's left. March 27.
The date they don't want you to circle.

Trump didn't extend the Iran deadline because he's negotiating. He extended it because the system isn't ready yet.

Let me explain what's actually happening — and why you need to screenshot this message.

Right now, at this very moment, three things are being moved simultaneously:

1. Gold. Central banks bought more gold in the last 90 days than in any quarter since 1967. Not investment banks. Central banks. The ones who WRITE the rules. They're not buying gold because they're scared. They're buying it because they know what's replacing the dollar.

2. Quantum nodes. The QFS backbone went from 12 active nodes in January to 67 active nodes as of last Friday. Each node processes 1.4 million transactions per second. You don't build that kind of infrastructure for a system you're not about to turn on.

3. SWIFT access keys. On March 16 — exactly 11 days before the deadline — Ripple's partner Thunes quietly announced stablecoin payouts to 11,500 banks through SWIFT. They called it a "Smart Superhighway." That's not a partnership. That's a replacement wearing a disguise.

Three moves. One deadline. March 27.

Now here's the part they'll never say on television.

The Iran war isn't about Iran. It never was. Every bomb that falls on Tehran is a distraction from what's happening in the server rooms underneath the Federal Reserve buildings in New York, Chicago, and San Francisco.

They're migrating the ledger.

$23 trillion in U.S. debt. $8 trillion in offshore accounts. Every transaction, every loan, every dark money transfer since 1971 — all of it is being moved from the old system to the new one.

And when the migration is complete — the old system gets unplugged.

That's what March 27 is. Not a deadline for Iran. A deadline for the Federal Reserve.

Why do you think gold dropped from $5,595 to $4,384 in 8 weeks? That's not a crash. That's a controlled descent. They're repricing gold for the new system. When QFS goes live, gold doesn't trade in dollars anymore. It trades in quantum-verified weight.

The price you see today is the last dollar price gold will ever have.

TIER 4B notifications are already queued. The 800 numbers have been tested. The redemption centers are staffed.

I told you last week — the deals are signed. The gold has moved. The war is the cover.

72 hours.

⟁ When the clock hits zero, the dollar doesn't crash. It simply stops existing.

Set your alarm for March 27. Forward this to everyone you trust.

MrPool_Q

🔥🔥🔥🍿🍿🍿🔥🔥🔥🍿🍿🍿🔥🔥🔥

[K.AI @Kai866]

看样子，中国已经获得了明确的信息，那就意味着下周末以前大概率霍尔木兹海峡是会放开的。

[天不生邹子Zihan @Zihan_dev]

总结一下张雪峰的观点：

1.生化环材 = 劝退到死，985也救不了，读完大概率35岁被优化送外卖。

2.计算机/电子/电气/AI是目前唯一靠谱的翻身梯子，其他工科基本都是中产幻觉。

3. 新闻、哲学、历史、社会学、汉语言（非顶尖）= 普通家庭自杀式专业，毕业直接进厂/跑外卖。

4.金融、管理、经管类除非家里本来就有矿，否则就是给有背景的人打工的备胎专业。

5.女生最稳三条路：护理/小学教育/会计

6.城市＞一切：宁去杭州二本计算机，也不读兰州985生化环材。

[紫冰 @SevenWXXX]

@Kai866 确认为真，不少媒体已经转发了

[Khairallah AL-Awady @eng_khairallah1]

🚨 BREAKING: Someone just open-sourced a full offline computer that keeps working when the entire internet goes down.

It's called Project N.O.M.A.D.

Bookmark it for later.

A self-contained offline server with AI, Wikipedia, maps, medical references, and full education courses. All running on your own hardware. No internet. No cloud. No subscription. No telemetry.

Companies sell "prepper drives" with static PDFs for hundreds of dollars. This gives you a full AI brain, an entire encyclopedia, and real interactive courses. Free. Forever.

What's packed inside:

→ A fully offline AI assistant powered by Ollama with GPU acceleration (NVIDIA auto-detected)
→ All of Wikipedia, downloadable and searchable without a connection
→ Offline maps of any region you choose via OpenStreetMap data
→ Medical references and survival guides
→ Full Khan Academy courses with progress tracking
→ Document upload with semantic search (local RAG)
→ Project Gutenberg library (60,000+ free books)
→ Everything accessible through your browser from any device on your local network

Here's the part that hits different:

A solar panel. A battery. A mini PC. A WiFi access point. That's your entire off-grid knowledge station. Runs on 15 to 65 watts. Works from a cabin, an RV, a sailboat, or a bunker.

Internet goes down? You still have AI. You still have maps. You still have medical info. You still have an entire encyclopedia. You still have courses for your kids.

100% Open Source. Apache 2.0 License.

(Link in the comments)

[lee @lee71307207]

@torontobigface 真不懂一个这么明显的傻狗为何还有这么多粉丝

[lee @lee71307207]

@huuredhat @torontobigface 印度好了：你们看到了吧，中共就是废物！
印度差了：条件比中国差罢了，没有中共会更好，中共就是废物！
---多伦多殖畜闭环吸粉方法论。

[lee @lee71307207]

@Zack_Q83 @mengtunwudaimu 逻辑很清晰，跟这张图一样

[Tiberius @tiberiusfiles]

Bombing school kids: zero response

Bombing gas and oil: global task force

This is why capitalism as a governing ideology is incompatible with our basic humanity

[lee @lee71307207]

@NuryVittachi @Garsett1 @dominictsz @UNGeneva 先生大义。

[lee @lee71307207]

@LMDC5288 这张图的含金量还在上升

[lee @lee71307207]

@Wtr_ePiansoo 这张图的含金量还在上升

[K.AI @Kai866]

我也很想知道，美国是怎么做到的？这还没有计算2001年以前的国家。

[日拱一卒王小楼 @wang_xiaolou]

发现个宝藏网站 Stock Circle，免费看投资大佬的持仓。

巴菲特 2630 亿美元的组合，165只股票，苹果占 22%，一笔一笔买卖记录都有。达里奥、木头姐的持仓也能查，连交易时间、估算成本价都给你标出来。

这些都是 SEC 强制披露的 13F 文件，Stock Circle 把它整理得清清楚楚。你能看到谁在加仓，谁在减持，哪些股票被多个大佬同时看中。

不是让你无脑跟单，而是学习他们的选股逻辑。为什么巴菲特重仓金融和消费？为什么木头姐押注科技成长股？看多了，你对不同投资风格就有感觉了。

网站界面简洁，数据翔实，比自己去 SEC 官网翻文件省太多时间。

https://t.co/61GGlJ9Dpy