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STi克莱小汤
562 Posts

STi克莱小汤

7年公链早期投资&咨询顾问(Algo,Near, Securitize CHZ,SOL,BAT, Ampl)等,券商&媒体特邀作者 ;Tesla、GM韩国政府等国际项目与CFT管理经验/ 工硕 。喜欢周易,善为先,运相随,鸣谦吉—7年内数次提前数周/月提醒大趋势点,大趋势大道不可逆,让信任的人得到提醒吧。推特发比广场少
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原创之星
Occasional Trader
8.4 Years
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If you want to make quick money from investment, the basic outcome is to give away money, If you want to earn long-term value from investment, it often may bring surprises instead. If you want others to take over your investment, you will ultimately be swallowed by even darker hands. If you want to learn and share together through investment, it will be easier to accumulate value and merit. In short, you must be true to your conscience; only then can some invisible forces be activated in the midst of it all. This is also an interesting deep-level philosophy, the way of balance. $BTC $ETH $BNB #加密市场观察
If you want to make quick money from investment, the basic outcome is to give away money,
If you want to earn long-term value from investment, it often may bring surprises instead.
If you want others to take over your investment, you will ultimately be swallowed by even darker hands.
If you want to learn and share together through investment, it will be easier to accumulate value and merit.

In short, you must be true to your conscience; only then can some invisible forces be activated in the midst of it all. This is also an interesting deep-level philosophy, the way of balance.

$BTC $ETH $BNB #加密市场观察
Claude and OpenAI dual-research god Jacob resigns and shares his views on AI risks. His core point is that when it’s hard to know the risks of uncertain super AGIs, people may still blindly release them because of competitions. This behavior could lead to unexpected consequences. However, for me personally, #AI agents are still very useful. If the intelligence level were a bit higher, that would be even better. But if users have weaker risk awareness, then it’s easy for things to go wrong. $NVDAB $AAPLB $BTC
Claude and OpenAI dual-research god Jacob resigns and shares his views on AI risks. His core point is that when it’s hard to know the risks of uncertain super AGIs, people may still blindly release them because of competitions. This behavior could lead to unexpected consequences.

However, for me personally, #AI agents are still very useful. If the intelligence level were a bit higher, that would be even better. But if users have weaker risk awareness, then it’s easy for things to go wrong.

$NVDAB $AAPLB $BTC
Nice, nice—this fan 🪭 has a lot of artistic charm. Fellow Daoist, is your mind clear and at ease now? $NVDAB $BTC
Nice, nice—this fan 🪭 has a lot of artistic charm. Fellow Daoist, is your mind clear and at ease now? $NVDAB $BTC
Hundreds of highlight marks and idea notes from WeChat Reading can now be turned into inspiration and sources for creation—insert into the editor, and then with one click distribute and publish across major channels like Binance Square, Twitter, Weibo, broker platforms, and more. This feature is incredibly useful for me, and it also boosts my motivation to read a lot. In the past, highlights and notes might be forgotten; now they’re integrated into the creation platform, helping me create even more effectively.🎯 There are still many more features to come OTW. It feels like the original intention behind building this is to improve my efficiency—so far it saves me 90% of my time. $BTC $ETH $BNB
Hundreds of highlight marks and idea notes from WeChat Reading can now be turned into inspiration and sources for creation—insert into the editor, and then with one click distribute and publish across major channels like Binance Square, Twitter, Weibo, broker platforms, and more.

This feature is incredibly useful for me, and it also boosts my motivation to read a lot. In the past, highlights and notes might be forgotten; now they’re integrated into the creation platform, helping me create even more effectively.🎯 There are still many more features to come OTW. It feels like the original intention behind building this is to improve my efficiency—so far it saves me 90% of my time.

$BTC $ETH $BNB
A chain that relies on Memes to create false prosperity and TPS has no future; it only has short-term illusions. It's already 2026, and still using this same combo is too easy to be left behind by the times. But from another perspective, it's also quite helpless—it shows that in the industry's serious route exploration, TPS has still not kicked off large-scale application scenarios. What’s needed are real payment, machine, gaming, and content application use cases. $PONS $SOL $HOOD
A chain that relies on Memes to create false prosperity and TPS has no future; it only has short-term illusions. It's already 2026, and still using this same combo is too easy to be left behind by the times.

But from another perspective, it's also quite helpless—it shows that in the industry's serious route exploration, TPS has still not kicked off large-scale application scenarios. What’s needed are real payment, machine, gaming, and content application use cases.

$PONS $SOL $HOOD
For ordinary investors, it is best to choose only one of two operating modes: holding spot positions or staying flat. It is best to stay away from short selling and high-leverage high-frequency trading. Short selling is an activity with limited returns and unlimited risk ♾️, while in high-frequency trading, your opponent in the future will be super AI. $BTC $ETH $BNB
For ordinary investors, it is best to choose only one of two operating modes: holding spot positions or staying flat. It is best to stay away from short selling and high-leverage high-frequency trading.

Short selling is an activity with limited returns and unlimited risk ♾️, while in high-frequency trading, your opponent in the future will be super AI.

$BTC $ETH $BNB
From an engineer who never liked research, pivoting to Web3 AI investment research, and writing 600,000 Chinese characters in his spare time—before I knew it, eight years have already passed. In 2018, when I first read the white paper, I could already feel that it was a future gold-class assetAn engineer who never liked research pivoted into Web3 AI investment research, and in his spare time wrote 600,000 Chinese characters. Before I knew it, eight years have already passed. In 2018, when I first read the $BTC white paper, I could already feel that it was a future gold-class asset. Back then, I started learning blockchain from scratch. The first book I read was the one a sister I interviewed with—she worked at a startup where I’d just returned to China after switching careers from the automotive industry—gave me. It was the green book translated by Buzou Gongqinwang. I finished it in three days—about 400 pages—then went to chat with her. She said she had only read one chapter, and yet I had finished the whole thing. The book’s explanation of $ETH was very specific, and I remember it vividly. At that time, the narrative about EOS—its supernodes—was really popular. It was also this book that sparked my interest in blockchain value research.

From an engineer who never liked research, pivoting to Web3 AI investment research, and writing 600,000 Chinese characters in his spare time—before I knew it, eight years have already passed. In 2018, when I first read the white paper, I could already feel that it was a future gold-class asset

An engineer who never liked research pivoted into Web3 AI investment research, and in his spare time wrote 600,000 Chinese characters. Before I knew it, eight years have already passed.
In 2018, when I first read the $BTC white paper, I could already feel that it was a future gold-class asset. Back then, I started learning blockchain from scratch. The first book I read was the one a sister I interviewed with—she worked at a startup where I’d just returned to China after switching careers from the automotive industry—gave me. It was the green book translated by Buzou Gongqinwang. I finished it in three days—about 400 pages—then went to chat with her. She said she had only read one chapter, and yet I had finished the whole thing. The book’s explanation of $ETH was very specific, and I remember it vividly. At that time, the narrative about EOS—its supernodes—was really popular. It was also this book that sparked my interest in blockchain value research.
Recently I ran into something really ridiculous. A 100% handwritten piece got detected by AI as 100% AI. Then a piece that was 100% AIGC got detected by AI as 0%. This is the current level of AI detection. It feels like it’s just random 😂 Binance Square’s shitty engine should upgrade too, like, meow, quickly. $BTC $ETH
Recently I ran into something really ridiculous.
A 100% handwritten piece got detected by AI as 100% AI.
Then a piece that was 100% AIGC got detected by AI as 0%.
This is the current level of AI detection. It feels like it’s just random 😂
Binance Square’s shitty engine should upgrade too, like, meow, quickly.

$BTC $ETH
A real bull market—whatever your style is, as long as you don’t mess around, you can make money. A fake bull market—whatever your style is, you’ll watch it rise, but you’ll be slow by half a beat (because the cheapest time to pull it up is when nobody knows). A real bear market is this: besides quantitative speculation, it basically buries all value investing. $BTC $BNB $ETH
A real bull market—whatever your style is, as long as you don’t mess around, you can make money.
A fake bull market—whatever your style is, you’ll watch it rise, but you’ll be slow by half a beat (because the cheapest time to pull it up is when nobody knows).
A real bear market is this: besides quantitative speculation, it basically buries all value investing.

$BTC $BNB $ETH
At the very beginning I planned to use this product myself, because there are indeed too many partnership channels. Every time, it takes me at least 3–5 hours just for formatting and distribution. Later, a few author friends used it too and said it felt great—thankfully, an agent can save a lot of time on basic code, which is why it can be built so quickly. But the amount of debugging is also huge, and visual model errors are quite common. So the AGENT still has a way to go before it becomes truly intelligent $NVDAB $BTC $ETH
At the very beginning I planned to use this product myself, because there are indeed too many partnership channels. Every time, it takes me at least 3–5 hours just for formatting and distribution. Later, a few author friends used it too and said it felt great—thankfully, an agent can save a lot of time on basic code, which is why it can be built so quickly. But the amount of debugging is also huge, and visual model errors are quite common. So the AGENT still has a way to go before it becomes truly intelligent $NVDAB $BTC $ETH
STi克莱小汤
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Connect Binance Square and 15 Other Channels: I used 2 Months of Vibe Coding to build a product that helps Web3, AI, and finance creators save 80% of distribution time
Author: SanTi Li, Nansidá

Over the past seven years creating in the Web3, AI, and finance space, the most time-consuming part has often not been just drafting and writing a deep piece—but rather, after the article is finished: moving it across multiple platform domains, fixing formatting, re-uploading images, saving drafts one by one, then revising again, and doing link lookups.  
So, over two months, from 0 to 1, we built UniPublisher with Coding: a multi-channel content distribution OS for Web3, AI and finance creators, project teams, and media editors.
The initial goal was very simple and direct: in a typical multi-platform workflow, a single article only needs to be edited once in the main editor—then it can be formatted, saved, or published to 15 professional verticals and mainstream channels, including Binance—shrinking distribution time by 80% or more. 
Article
Connect Binance Square and 15 Other Channels: I used 2 Months of Vibe Coding to build a product that helps Web3, AI, and finance creators save 80% of distribution timeAuthor: SanTi Li, Nansidá Over the past seven years creating in the Web3, AI, and finance space, the most time-consuming part has often not been just drafting and writing a deep piece—but rather, after the article is finished: moving it across multiple platform domains, fixing formatting, re-uploading images, saving drafts one by one, then revising again, and doing link lookups.   So, over two months, from 0 to 1, we built UniPublisher with Coding: a multi-channel content distribution OS for Web3, AI and finance creators, project teams, and media editors. The initial goal was very simple and direct: in a typical multi-platform workflow, a single article only needs to be edited once in the main editor—then it can be formatted, saved, or published to 15 professional verticals and mainstream channels, including Binance—shrinking distribution time by 80% or more. 

Connect Binance Square and 15 Other Channels: I used 2 Months of Vibe Coding to build a product that helps Web3, AI, and finance creators save 80% of distribution time

Author: SanTi Li, Nansidá
Over the past seven years creating in the Web3, AI, and finance space, the most time-consuming part has often not been just drafting and writing a deep piece—but rather, after the article is finished: moving it across multiple platform domains, fixing formatting, re-uploading images, saving drafts one by one, then revising again, and doing link lookups.
So, over two months, from 0 to 1, we built UniPublisher with Coding: a multi-channel content distribution OS for Web3, AI and finance creators, project teams, and media editors.
The initial goal was very simple and direct: in a typical multi-platform workflow, a single article only needs to be edited once in the main editor—then it can be formatted, saved, or published to 15 professional verticals and mainstream channels, including Binance—shrinking distribution time by 80% or more.
BTC-0.95%
ETH-0.84%
GOOGLUS+0.12%
Today’s HK itinerary is really “special forces” level. I hiked and climbed for a few kilometers, then took the wrong train and ended up getting to the Mountain Villa. After that, I went straight to my extreme-limit check-in to visit the Wong Tai Sin Temple. I received guidance from the seemingly mystical forces, and it closely matched the principles I’ve always set for myself. I must cultivate virtue and be kind first. No matter what the future brings, I must never focus only on technique while neglecting Dao and virtue. $BTC $ETH $BNB
Today’s HK itinerary is really “special forces” level. I hiked and climbed for a few kilometers, then took the wrong train and ended up getting to the Mountain Villa. After that, I went straight to my extreme-limit check-in to visit the Wong Tai Sin Temple. I received guidance from the seemingly mystical forces, and it closely matched the principles I’ve always set for myself. I must cultivate virtue and be kind first. No matter what the future brings, I must never focus only on technique while neglecting Dao and virtue.

$BTC $ETH $BNB
CZ has already started the speaking event—wow, there are so many people. Today’s biggest takeaway is four projects. They really do have core value; two of them are based on the underlying supply models. I’ll study the other one for a few days and then come up with an idea. $BTC $ETH #bitcoinasia
CZ has already started the speaking event—wow, there are so many people. Today’s biggest takeaway is four projects. They really do have core value; two of them are based on the underlying supply models. I’ll study the other one for a few days and then come up with an idea.

$BTC $ETH #bitcoinasia
$BTC Hong Kong, the thing I like most at the scene is this cow—haha It’s dumb and cute. But why are they selling card packs here too? Cooling, though—$NVDAB $ETH the technology that will be universally usable in the future
$BTC Hong Kong, the thing I like most at the scene is this cow—haha

It’s dumb and cute. But why are they selling card packs here too?

Cooling, though—$NVDAB $ETH the technology that will be universally usable in the future
Crypto markets have been quiet for way too long. In the past two days, $BTC $ETH has jumped by a lot, and friends over in the U.S. have started getting excited. It feels like Wall Street is getting lively again. Hopefully this time, the crypto industry will focus more on real value, so more capital will be willing to come in. Promote healthy industry development 🚀
Crypto markets have been quiet for way too long. In the past two days, $BTC $ETH has jumped by a lot, and friends over in the U.S. have started getting excited. It feels like Wall Street is getting lively again. Hopefully this time, the crypto industry will focus more on real value, so more capital will be willing to come in.

Promote healthy industry development 🚀
I’ve given the Binance team a lot of feedback on debugging and content risk optimization ideas recently—we can’t keep testing anymore. If we test any more, our account is going to get knocked out by the AI. Clearly, after testing, the overall traffic dropped off a cliff. And now this AI detection sometimes feels worse than real human trash. It can even detect the author name as AI-generated 😂 What’s even more ridiculous is that after the AI plagiarized enough of my articles, it used the things generated from my articles and claims they’re “its own” generated content 🤔 $BNB $BTC
I’ve given the Binance team a lot of feedback on debugging and content risk optimization ideas recently—we can’t keep testing anymore. If we test any more, our account is going to get knocked out by the AI. Clearly, after testing, the overall traffic dropped off a cliff. And now this AI detection sometimes feels worse than real human trash.

It can even detect the author name as AI-generated 😂 What’s even more ridiculous is that after the AI plagiarized enough of my articles, it used the things generated from my articles and claims they’re “its own” generated content 🤔

$BNB $BTC
I took a look at the weekly charts of the mainstream coins. You can feel what crypto holders have gone through over the past five years 💦 Anyone who has been able to hold on continuously, or who has been trading high-frequency futures, probably got badly hurt. Except for the first few coins that touched the highs, everything else has been heading south (⬇️) Hope this rebound can last a bit longer $BTC $ETH $BNB
I took a look at the weekly charts of the mainstream coins. You can feel what crypto holders have gone through over the past five years 💦 Anyone who has been able to hold on continuously, or who has been trading high-frequency futures, probably got badly hurt. Except for the first few coins that touched the highs, everything else has been heading south (⬇️)

Hope this rebound can last a bit longer

$BTC $ETH $BNB
$ONT $ONG $GAS It’s been a long time since I got my hands on this set from the original little ant. It feels like back in 2018, those big hot public chains—especially many of the Chinese ones—have gone quiet. Who will be the leading public-chain project for China’s future? Conflux? Their PR is too weak; it feels like for a more technical team, the PR is still a bit difficult.
$ONT $ONG $GAS It’s been a long time since I got my hands on this set from the original little ant. It feels like back in 2018, those big hot public chains—especially many of the Chinese ones—have gone quiet.

Who will be the leading public-chain project for China’s future? Conflux? Their PR is too weak; it feels like for a more technical team, the PR is still a bit difficult.
It feels like a new era is just around the corner—an era that is extremely friendly to people with “super PM” thinking. At the same time, the coding ability requirements for ordinary people may continue to get lower, but the requirements for product quality control and feature discovery will keep getting higher. Also, recently, there have been more and more detections of AI-generated content. There’s an interesting viewpoint: if my original article is taken by AI and used as a reference, and the entire paragraph is output word-for-word exactly as my original text as the reference content—would it then be detected by AI as AI creation? Because of something like this, my friend ran into it on Claude. He analyzed the Telegram ecosystem, and the article Claude produced was entirely my written value-analysis content—an entire paragraph directly copied and quoted. 🙏  $BTC $ETH $SOL
It feels like a new era is just around the corner—an era that is extremely friendly to people with “super PM” thinking. At the same time, the coding ability requirements for ordinary people may continue to get lower, but the requirements for product quality control and feature discovery will keep getting higher.

Also, recently, there have been more and more detections of AI-generated content. There’s an interesting viewpoint: if my original article is taken by AI and used as a reference, and the entire paragraph is output word-for-word exactly as my original text as the reference content—would it then be detected by AI as AI creation?

Because of something like this, my friend ran into it on Claude. He analyzed the Telegram ecosystem, and the article Claude produced was entirely my written value-analysis content—an entire paragraph directly copied and quoted. 🙏

$BTC $ETH $SOL
With the further adoption of #Aİ , the value of blockchain will become increasingly important. In particular, the value of asset tokenization and authenticity verification will be further enhanced. The digital-gold status of $BTC will only gain more consensus—especially as traditional assets gradually move on-chain. The value of RWA will also cause the value of public chains to be re-evaluated $ETH $BNB NEAR, but the risk still lies in the project team’s own awareness and reliability. The era of project teams that are easy to make money has already passed. Regarding #meme , I think these kinds of treats are inevitable, but they shouldn’t take up the majority. If market enthusiasm mainly depends on memes, then the industry’s recognition by large capital will be further slowed. It may be better if the share is below 5%—as a dessert only, not as the main dish.
With the further adoption of #Aİ , the value of blockchain will become increasingly important. In particular, the value of asset tokenization and authenticity verification will be further enhanced. The digital-gold status of $BTC will only gain more consensus—especially as traditional assets gradually move on-chain. The value of RWA will also cause the value of public chains to be re-evaluated $ETH $BNB NEAR, but the risk still lies in the project team’s own awareness and reliability. The era of project teams that are easy to make money has already passed.

Regarding #meme , I think these kinds of treats are inevitable, but they shouldn’t take up the majority. If market enthusiasm mainly depends on memes, then the industry’s recognition by large capital will be further slowed. It may be better if the share is below 5%—as a dessert only, not as the main dish.
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