silence

[silence @lbhqq123]

@Mho_23 SEEDANCE

[Miko @Mho_23]

i should never be sharing this but f*ck it..

i made this full video in 5 minutes 100% AUTOMATED with my seedance 2.5 workflow..

Seedance 2.5 on Higgsfield is THE best model for AI UGC right now and you can run it unlimited for up to 33 days at zero generation cost

this model allows for insane video generation with literally just one prompt

if you're still waiting days for revisions this replaces that entire workflow.

i'm finally sharing my FULL system with you..

here's what you're getting:
> my prompting method for realistic human movements and breathing
> how to get 30 second single shot edited videos with no stitching
> my exact workflow for using up to 50 references in one generation

RT + reply "SEEDANCE" and i'll send you the step-by-step system (must follow so i can dm)

[silence @lbhqq123]

@FynCas Want

[silence @lbhqq123]

@georgesttock UGC

[silence @lbhqq123]

@Lonely__MH 牛逼，成功订阅土区plus，立省一半，省下的去尼区订阅Claude Pro。感谢

[silence @lbhqq123]

@cyrilXBT Claude

[silence @lbhqq123]

好内容，简单易懂

[Akshay 🚀 @akshay_pachaar]

Claude vs. Claude Code vs. Cowork.

If you've been confused about which one to use and when, this post will clear that up in under two minutes.

Anthropic now offers three distinct ways to interact with Claude, and each one targets a fundamentally different workflow. Think of it as: Chat for thinking, Code for building, and Cowork for doing.

Here's a quick breakdown:

1️⃣ Claude Chat

This is the conversational AI assistant most people already know. You type a prompt, Claude responds, and you iterate together.

- Turn rough ideas into structured plans through conversation
- Write emails, reports, essays, and long-form content
- Research and summarize complex topics in minutes
- Analyze documents, PDFs, and images
- Build interactive prototypes through Artifacts

The key here is that everything happens through conversation. You're thinking with Claude, not delegating work to it.

It's available on every device, has a free tier, and supports persistent memory across sessions.

The tradeoff is that it has no direct access to your local files (upload only), and it can't generate raster images natively.

2️⃣ Claude Code

This is a terminal-native coding agent. You describe what you want in plain English, and Claude reads your codebase, writes code, runs tests, fixes errors, and ships the result.

- Build and debug entire features across the full codebase
- Write, run, and fix tests automatically
- Manage git workflows and create pull requests
- Spawn multiple parallel agents working on different parts of a task simultaneously

It handles the full development cycle end to end, from planning to execution to testing. With the CLAUDE(.)md configuration file, you can teach it your project's conventions, patterns, and constraints so it writes code the way your team expects.

The tradeoff is a steeper learning curve compared to Chat, and token costs can add up during heavy sessions.

3️⃣ Claude Cowork

This is the newest addition. Anthropic describes it as Claude Code for the rest of your work.

It's an agentic desktop assistant that automates file management and repetitive tasks through a GUI. You describe an outcome, and Claude plans, executes, and delivers finished work: formatted documents, organized file systems, spreadsheets with working formulas, and synthesized research.

- Direct local file access and editing (no upload/download cycle)
- Schedule recurring tasks automatically
- Assign tasks remotely via Dispatch from your phone
- Computer Use lets Claude control your screen directly

It runs inside a sandboxed virtual machine on your computer, so Claude can only access folders you explicitly grant. You don't need to know how to code to use it.

The tradeoff is that your computer must stay awake for tasks to run, and it's still in research preview.

Here's how to think about choosing between them:

→ If you need to think through a problem or get writing/research help, use Chat
→ If you're building software and want an autonomous coding partner, use Code
→ If you have a clearly defined deliverable that involves local files and desktop workflows, use Cowork

All three are included in the same subscription starting at $20/month, which makes it one of the highest-leverage subscriptions in productivity software right now.

I've put together a visual below that maps the workflow of each product side by side.

If you want to go deeper into Claude Code specifically, I wrote a detailed article covering the anatomy of the .claude/ folder, a complete guide to CLAUDE(.)md, custom commands, skills, agents, and permissions, and how to set them all up properly. Link in the next tweet.

[silence @lbhqq123]

这真的很不错，很适合像我这种刚注册好Claude却不知道怎么入门的新手

[王大锤 @boniusex]

https://t.co/4MPvr1k2Dv

[silence @lbhqq123]

最适合入门NotebookLM 的教程

[阿哲Phil @Formulasearch]

https://t.co/6cpVhP4tKu

[silence @lbhqq123]

很好的教程，作者真是用心了

[苍何 @canghe]

https://t.co/tuyh6FkdBs

[阳光 @YangGuangAI]

https://t.co/S7D0NJx2K1

[silence @lbhqq123]

Mark一下，很有用

[鱼总聊AI @AI_Jasonyu]

https://t.co/QkmqTvsz6E

[鱼总聊AI @AI_Jasonyu]

https://t.co/pMdYKtSrIr

[财经数据库 @caijingshujuku]

从房地产危机到金融危机！
十次危机九次房。房地产涉及面广，产业链长，牵扯到大量银行信用，无论是房地产开发商债务，还是个人房贷，直接间接，最终都是跟银行有关。房地产危机，如果得不到解决，必然发展成金融危机。
中国房地产泡沫，是人类历史上最大的资产泡沫，曾经高达450万亿人民币。现在，泡沫已经破裂，价格崩盘。这是改天换地的重大历史事件，任何投资/交易的决策，一定要以这个重大前提为基准假设，彻底改变之前的预期。任何忽视这个宏大背景的决策，都是危险的。

中国目前的经济困境，表面上看，是消费不行，需求不振。但是，为什么消费不行，需求不振？这是因为居民在“涨价去库存”中，加了过高的杠杆，透支了未来几十年的收入，必须还债，根本没钱消费。而居民没钱消费，需求不行，经济衰退，企业降薪裁员，居民收入下降，则进一步恶化了局面，产生了恶性循环。目前拉动经济的唯一一根稻草就是外需，中国越来越依赖出口，拉动经济。所以，从这个角度看，人民币大幅度升值，实际上会掐死出口，压垮经济，是一种自杀的行为。
资产价格下跌，债务杠杆过高，所有人最佳的策略都是变卖资产，提前还债，降杠杆，降风险。而这种人人理性的集体行动，则进一步加剧了资产价格下跌，加快了去杠杆的速度。这就是“资产负债表衰退”的来源。
以上就是中国目前通缩，资产负债表衰退的原因。从目前看，政府尚未意识到危机，根本没有危机意识，也没有及时采取行动，而是挤牙膏，吹喇叭应对。因此危机持续发展，逐渐恶化。如果危机进一步发展，最终一定会变成债务危机，急剧增加银行坏账，演变成金融危机。
现代经济系统，各个环节，紧密相关，复杂互动。一个人的负债，就是另一个人的资产；一个人的支出，就是另一个人的收入；一个人的需求，决定了另一人的供给。资产/负债，支出/收入，供给/需求，不是单向，线性，而是存在循环往复的复杂反馈。居民没钱，内需不振，最终会让供给的产能过剩，破产倒闭。房地产债务违约，最终债权人损失，资产受损，也会引发连带效应。随着房地产危机的共振，越来越多的人，资产负债表会受损，无力偿还债务，催生三角债，N角债，连环债。最终，所有人都欠银行的，还不上的债，最终都是银行承担。由于银行的商业模式，天生杠杆经营，动辄十几倍杠杆。银行的资产，主要是对社会其他部门的贷款债权。银行资产损失10%，乘以十倍杠杆，银行理论上就破产了，权益归零。实际上，仅仅二十多年前，中国所有的银行都已经技术破产，资不抵债。这段历史，已经没有太多人记得，却马上要再次上演。历史不会简单重复，却总是押韵前行。

未来危机发展的方向，一定是银行业危机。虽然银行可以密不发丧，财务造假，不如实汇报坏账率，拖很久，但是，如果坏账不解决，只会滚雪球，越滚越大，复利增长。目前银行的息差已经低于明显低报的坏账率，这会影响未来的银行盈利，让银行股东权益受损。无论是一次性暴露，还是温水煮青蛙，逐渐暴露，银行都在消耗股东权益的安全垫。当股东权益归零，剩下的就是储户的利益受损，银行业危机全面爆发。危机爆发之时，就是央行不得不押上自己的资产负债表的时候。
贝乐斯
贝乐斯