Cipher

[Jay Alto @theJayAlto]

if you know, you know

[elektra @elektraslaw]

how can you be bored when there's a career to build, a body to transform, a mind to sharpen, and a future to chase.

[Md Ismail Šojal 🕷️ @0x0SojalSec]

4.5 billion TikTok videos just landed on Hugging Face.

Captions, Views, Likes, Sounds, Timestamps.
No mp4s. No profiles.
Still the largest public TikTok stats dump ever.

I guess the biggest use case is "download 4.5B videos and train your own Sora"

- https://t.co/SByBwXAYFK

[Hugging Models @HuggingModels]

Ever wanted an AI that doesn't just talk cybersecurity but actively helps you break into systems? Meet GLM-5.3-CYBERSECURITY-FP8, a specialized text-generation model for offensive security, red teaming, and pentesting. It's refusal-removed, so it's built to assist without holding back. #AI #CyberSecurity

[山羊赚钱笔记 @shanyanggm]

起号两周，33条视频涨到7.6万粉，单条最高播放170万！

现在账号来到50条内容，已经涨粉12.5万！

靠的就是把普通纸板，做成汽车、游艇、别墅和各种大件物品，再用AI把整个制作过程压缩成一条快节奏视频！

这个账号叫 @ diymaster456

它的视频风格非常统一

切纸板、拼零件、涂胶水、浇筑水泥，然后看着一堆普通材料，一步步变成复古电话、台灯、战斗机、微缩剧院、轮船或豪华住宅。

物品每次都在变，但内容结构没有变：

廉价原料出场，中间快速展示组装过程，最后放出完整成品。

账号前期靠密集更新快速积累内容

同款视频的复制难度不高，因为每次只需要更换一个“要制作的物品”。

纸板、手部、工作台、组装过程和成品展示这些内容都能反复使用！

只需把复古电话换成坦克、飞机、轮船或者城堡，就能继续生成新的内容。

手动制作，可以用ChatGPT、Claude或DeepSeek生成物品选题和完整提示词，再交给Google Flow、Gemini或Higgsfield生成视频！

同款AI纸板DIY视频提示词，我会放在评论区，免费送给大家！

如果你觉得这种爆款账号拆解有帮助，可以点个关注

后面我会继续分享更多爆款账号案例，以及实用的AI工具项目！

[LAION @laion_ai]

4 billion tiktok ids with stats - WTF?! 😁

https://t.co/W8t9R9qRsB

[Nazday @nazmijavierl]

https://t.co/osQdxLAYCS it's free??? how? what a tool

[Open Book @carlmonkft]

INDIAMAXXING 🇮🇳

Mobile apps are a realistic way for you to obtain financial freedom, especially if u live in India or other countries outside of US/EU

Remember, the average monthly salary in India is about $300-$400/month, same for many other parts of the world 🌎

That's only 10$ a day. That's selling 1 weekly subscription to a US teenager per day. A lot of arbitrage here. Very realistic

---

Full mobile app playbook:

1) check which apps are popular on social media, instagram, tiktok (vpn) etc.

check for apps with high revenue on sensortower. then choose and 'copy' one of the app ideas. we copy them because the app idea is already validated.

add your own unique twist to it ofcourse, dont just steal their app or you will get into trouble. genuinely make the app useful, do not make slop

2) code the app with claude/codex. very easy nowadays especially if you feed it image examples. build cross-platform (flutter, react native) to deploy on android and ios easily. just build an mvp with an onboarding and 1 core feature. add a hard paywall of $9.99 per week and $49.99/year

3) release the app within 3-7 days. do not take longer than 7 days to finish the app so you force yourself into only prioritizing building the important features/a quick mvp.

apply for the Apple small business programme to reduce the fee from 30% -> 15%

4) learn social media marketing. social media is the #1 way to distribute apps right now. get a cheap vpn so you can access tiktok

you can post faceless content if you're shy, like tiktok slideshows

DONT WORRY about US-targeting for now, just focus on LEARNING how to make good social media creatives that get high views and sell your app.

Learning social media takes time. My best advice is to doomscroll a lot and look at how other app builders market their apps.

5) once you get the hang of social media and have a couple viral video formats, hire a HIGHSCHOOL KID from the US for 50$ a month.

all he does is create a new account and post your videos FOR YOU so the audience is US-based. Just send him the files u want to upload

at this point you should see your first sales. repeat and optimize and learn a lot.

until you hit your goal of 300$ MRR

---

Takeaway:
The US customer is your goldmine. They don't even realize it. For them 10$ a day is nothing. For you it's freedom.

A very realistic amount of revenue for just organic posting is $400/month. If you do well you can even hit 1K MRR.

This is already well above your median wage.

Now you can re-invest the money into paid ads. Learn paid ads/performance marketing. You can boost your existing organic videos as an ad (Spark Ads for TikTok, Partnership Ads for Meta).

The advantage of ads is COUNTRY TARGETING. You can target US with your ads, even from India!

Without VPN!

There's a lot of information going on, so feel free to ask for clarification or ask AI for any of these paragraphs.

Good luck bro

[SIR ALEXANDER @SirAlexanderrr]

TestIO
HandshakeAI
Mercor
Micro1
Outlier

If you don’t make more than $3k per month, you have a serious skill issue!

[Dammy @OlatunjiAyokan2]

Micro1 just changed their AI interview.

I cracked the code. Here are the exact answers they are looking for: 🧵

[‘Wale Adejimi @Ifwal95]

From Physics Teacher in Nigeria to Semiconductor Engineer in America 🇳🇬➡️🇺🇸

👉 I started as a Physics teacher in Nigeria 🇳🇬
👉🎓 I graduated with First Class
👉 A scholarship took me to Germany 🇩🇪
👉🔬 Photonics took me into the semiconductor industry
👉My career moved me to the Netherlands 🇳🇱
👉Today, I work in the United States 🇺🇸 around some of the most advanced machines humans have ever built 🤯

Sometimes I look at my life and think: education really changed everything for me. 🥹

I didn’t come from some extraordinary background. I just took school seriously, chased excellence, and kept applying for opportunities.

👉One result opened one door. 🚪
👉That door opened another.
👉And another.
👉And another.

From teaching Physics and Mathematics in Nigeria 🇳🇬 to working around advanced semiconductor lithography systems today. 🔬⚙️

Education gave me more than certificates.

🌍 It changed my environment
👀 It changed my exposure
💰 It changed my earning potential
👨‍👩‍👧‍👦 It changed the opportunities available to my family
🚀 It changed the entire trajectory of my life

I may be an outlier. I know everyone’s journey will not look exactly like mine.

But that doesn’t mean you shouldn’t pursue that goal.

👉Apply for that scholarship.
👉Take that exam seriously.
👉Send that application.
👉Learn that skill.
👉Chase that opportunity. 🎯

You genuinely do not know which one will change your life.

This is why I will never stop telling young people, especially those from ordinary backgrounds:

LOCK IN. 🔒📚

You may not see the reward immediately, but excellence can take you to places you cannot currently imagine. 🙏🏾

Nigeria 🇳🇬 → Germany 🇩🇪 → Netherlands 🇳🇱 → USA 🇺🇸

Sometimes, one opportunity can completely change the trajectory of your life. ❤️

[Ryze @Word213414]

I earned over $400,000 from one channel. Blackfiles.
But before the money, there was just a dream.
I uploaded my very first video on that channel on March 12, 2025.
I wanted to succeed on YouTube the way I'd watched other people succeed. I had dreams I genuinely wanted to make real, and I wasn't willing to keep watching from the outside anymore.
Here's the full story. 👇

[lynk @lynk0x]

Real

[Solayne✨ @Solayne_x]

Emotional 😢 ‘The Battle of Sperm’

[99 Majik @99Majik]

Fuck aura farming, chase your dreams aggressively

[ₕₐₘₚₜₒₙ @hamptonism]

Most critical career pivots you can make:

• Game Theory
• Cryptography
• Stealth Aircraft Automation
• Mathematical Operations Research
• Applications for Quantum Computing
• Missile Technology Superiority

Master any of these, your life will change forever.

[™³k @_tm3k]

A retard in motion is always better than a genius at rest

[wannercashcow @wannercashcow]

$15 per video

500 views is enough to break even...

Don't wait start a sleep channel lol

[Peter Agboola @baba_Omoloro]

Websites where learning is 100% free with a certificate after completion include:

https://t.co/CRgu4eZCop
https://t.co/nJu3VOCrY5
https://t.co/3MxYpVofxD
https://t.co/l7aSZOxQad
https://t.co/GmTqHzJB2q

[Peter Agboola @baba_Omoloro]

Websites to download PhD Thesis for $0.00

https://t.co/iIfTXuUXrD
https://t.co/ch47jpE4AF
https://t.co/gmjiCRM3BF
https://t.co/wvIbLY3CKK
https://t.co/wc42YAuLRV
https://t.co/kjkVXtMRlA
https://t.co/Jc1HlxTWjQ
https://t.co/ZqHNisKX4Z
https://t.co/3QKE99vUpq