
punk2898 🙌💎
punk2898 🙌💎
Settled in Singapore, high-frequency quantification
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The first live stream is at 8 PM, with just two things: sending red envelopes 🧧 & sending red envelopes 🧧
By the way, let's chat:
- How can ordinary people without funds or skills make their first bucket of gold?
- What is the best way to manage finances for most people?
- What are the mechanisms that are life bugs (life arbitrage)?
- What are the fastest and most probable ways to achieve financial freedom in the crypto world?
And more
If you're interested, follow my personal page ⬆️
If you have any questions, feel free to send them, and we can chat together tonight.
Good questions will receive a separate red envelope 🧧
See you at 8 PM ⏰
$BTC $ETH $SOL $XAUT

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I created a web version for OKX Planet 🆕
If I were to create a PC version of OKX Planet, it would prioritize solving the pain points of creators, focusing on enhancing the work efficiency and experience of heavy creators.
1. Goals 🎯
Provide a stable, fully functional web interface that makes it easy for creators to create and manage content on their computers.
2. Technical Implementation 💻
Utilize existing APIs to quickly build the web version.
Using AI tools can assist in rapid development.
3. Advantages 👍
Address the inconvenience and inefficiency of mobile operations, allowing creators to better unleash their "combat power."
4. Optimizing Creator Experience
Content Creation: Provide a more comfortable editing interface, supporting richer formatting tools and material management features, which may include:
- More convenient image and video uploading and management.
- Support for advanced formatting like code blocks and tables.
- Features like draft saving and version management.
- Community Management: Make it easier for creators to manage community members, publish announcements, and interact, such as:
1️⃣ Batch management of members.
2️⃣ A clearer notification and message center.
3️⃣ A data analysis panel to help creators understand community activity levels.
- Efficiency Improvement: Reduce the hassle of switching between mobile and computer, allowing all operations to be completed on the PC.
5. Future Outlook (Prototype Design) 📈
I plan to conduct subjective prototype designs for various functions of the planet, which may include:
- More powerful data analysis tools to help creators understand content performance and community dynamics.
- Integration with external tools (like design software and data analysis tools).
- More flexible monetization tools or incentive mechanisms.
Overall, the PC version of OKX Planet I envision will be a creator-centered platform that emphasizes efficiency and experience.
The reason I have such a deep experience using OKX Planet is that I like the tone of OKX products, but the recent iteration speed has indeed been a bit too slow.

AI has caused the largest workforce transformation in history, with more developed economies being more affected
Refer to the image below:
🔵 Dark Blue: Low exposure, little impact
🟢 Light Blue: Moderate exposure, some impact but not significant
🟠 Orange: Significant exposure, considerable impact
🟣 Purple: Highest exposure, basically obsolete
A few points to note:
- 24% of global jobs, or about 838 million positions, will be affected
- The more developed the economy, the greater the impact; low-income jobs face only 1/10 the risk of high-income jobs
- The most at-risk jobs are those involving repetitive and predictable tasks, such as civil servants?
We are witnessing history!

How to quickly get hired by a top exchange?
Actually, it’s not as hard as you think.
Yesterday, while chatting with a friend about job hunting, I realized that most people completely misunderstand the job search process.
They think finding a job is just about writing and submitting resumes.
But you should think the other way around—from the exchange’s perspective: What do they want? What can you offer?
In the end, you need to make them feel—**if they don’t hire you, they’re losing out.**
This is the same principle as writing tweets.
Make readers feel "not reading means losing out," "not saving means losing out."
It’s the same with promotions—make people feel "not buying means losing out."
So what can you do to make the exchange feel like they’re losing out if they don’t hire you?
Where is the extra value you can provide?
Let me give the simplest example: maintaining the public opinion environment on Twitter, which is essentially PR work.
From a market macro perspective, you can do this—
Build a database of KOLs on Twitter and figure out exactly what they’re doing one by one.
Everyone has basic info, but very few people actually build a database.
Besides surface info, you need to dig into what they’re really doing.
What’s their relationship with other KOLs? Who are they friendly with, who are they at odds with?
What scandals have they had? What are their representative works? What are their personal preferences...
Having all this info complete is an extremely valuable intelligence database for the exchange.
For example, if there are 500 top KOLs, and you have the execution to record all 500 for me,
this set of data is extremely valuable to the exchange.
If you don’t just say "I have organized 20 dimensions,"
but actually organize detailed info on the top 100 KOLs across 50 dimensions and attach it directly to your resume,
then add: the complete data on the remaining 450 KOLs can also be sent upon request.
If you do all this tedious work, how do you think the exchange will feel?
They’ll think not hiring you is a loss.
Hiring you costs just a little money, but the value of a quality database is much higher.
Even though I’m explaining this in detail, honestly, this job is just about feeding info to AI and letting AI organize it.
Add a bit of your data analysis skills, and the whole process really just requires execution.
Copy and paste.
But how many people can really stick with it?
Ideas, execution, effort, providing value beyond expectations.
If you can’t do all these, why should anyone hire you?
Just because you say your future is worth investing in?
No one wants to invest in your future.
Everyone pays for your present.
You have to provide value that exceeds the cost. It’s that simple.

punk2898 🙌💎 reposted

Editing the video always feels so warm 🥺
As if the gathering was just yesterday~
This time at the Pizza Festival
Old friends we've known for a long time came
And there were new faces attending an offline event for the first time
It made us feel the resonance of like minds even more
Xclub lets those with questions meet those with answers
Lets those with opinions meet those who love to think
From 2010 to 2026
Though the information flood is even more overwhelming
And technology iterations are faster
The Pizza Festival has always been the start of like-minded souls meeting
Injecting consensus into our crypto world
Mountains and seas meet, friends gather over pizza
OKX·Always together💚
#Xclub @star_okx @BuBu825 @Haiteng_okx
Thanks to all the friends @punk2898 @bydaoTina @CryptoUnaa @CindyCreation @zizhong999 @12_MgCapital @Xiaonezha_lab @MetaEu7 @female_cold @yupaopao0 @0xrastrack @sunnywwwww @0xtonixie @nine_DeFi @WY_mask @btc_jx @CatBSPN
Many people fail when using AI to write code, not because their prompts are bad, but because they skip Plan Mode.
So what they say is all wrong; this is an outdated approach. The correct way is to first use Plan Mode:
1️⃣ The first step should be to use Claude Code's Plan Mode.
Why start with it?
Because it needs to understand the entire underlying principle first. Plan Mode reorganizes your prompts based on your needs and provides them to the AI, usually more precisely than the prompts you give directly (and it's even better than referencing this).
So the first step is to let Plan Mode communicate thoroughly with the AI.
2️⃣ Second, after communicating in Plan Mode, it will give you a phased result. You then continue the discussion based on this phased result.
This discussion will be more effective than the initial prompt and the quality will be an order of magnitude higher.
3️⃣ Once the phased result is confirmed, it will give you a complete plan.
After receiving the plan, you then confirm whether to execute it

The biggest danger at the end of the year is liquidity drying up! The three major AI giants will absorb $150 billion. What does this mean?
- 2022: Raised $8.6 billion
- 2023: Raised $19 billion
- 2024: Raised $33 billion
- 2025: Raised $47 billion
In other words, it took $100 billion over the past four years through fundraising, and with other companies included, $200 billion will be absorbed in 2026, which is twice the total of the past four years.
I made a chart so everyone can observe this intuitively ⬇️

[Verified] The latest Twitter traffic secret: 10 tweets a day, 7 million views a week📈
In the past week or two, I ran a test, posting about 10 tweets daily just to verify a thought in my mind.
The result after a week: 7 million views, the theory holds.
First, some background: my previous post analyzed Twitter's latest algorithm, which includes a core mechanism called the "cache pool"🤔
Simply put, it works like this:
Twitter caches everyone's recent tweets first, and every time a user refreshes, the system pulls a portion from this cache pool to show you.
Let's do a simple elementary probability problem:
- There are 100 people in the pool, each writes 1 tweet = total 100 tweets
- You refresh once, the chance of hitting my tweet = 1/100
- But if I write 100 tweets alone, the pool becomes 199 tweets
You refresh once, the chance of hitting my tweet = 100/199 ≈ 1/2
⚠️ Premise: you must already have some traffic base; you’re not a nobody.
If this theory holds, for an account with traffic, spamming tweets is the optimal solution.
So why didn’t I do this before?
My biggest concern was bothering everyone. Unless it’s something important or really good content, I wouldn’t post multiple tweets a day.
But after testing this week, people actually don’t mind.
The key is one thing: the tweets can’t be meaningless filler; they must be useful content.
For example, on May 20th, I posted over a dozen tweets, each with good views:
- What does Japan’s 10-year government bond yield breaking 2.8% really mean?
- My take on Google I/O’s new products
- What’s the logic behind Trump’s recent moves?
- Why Gemini 3.5 Flash doesn’t work from my perspective
- What’s really going on with recent Hong Kong IPOs
These topics don’t interest everyone, but as long as they’re my exclusive observations, they always hit a certain audience.
So the core points are two🧠
- Having a traffic base + valuable content → spamming tweets is the optimal solution
- Under the cache pool mechanism, if you don’t post, you’re giving exposure to others
- Don’t worry about bothering people; worry if you post too much nonsense
Note this down, another knowledge point, asking for a follow isn’t too much💰



