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LC药师先生_万币侯

2012开始挖BTC,2017正式入圈;长期主义、风控优先。现居德州休斯敦,从业Web3/加密领域,同时是 YouTuber。交易覆盖现货与合约(Perps):更重仓位管理与风险边界、降低杠杆冲动、严格止损与复盘。风格理性但不端着,偶尔用幽默给市场降温。Perps trader|YouTuber
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BTC Holder
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High-Frequency Trader
3.9 Years
854 Following
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Posts
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PINNED
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Bearish
The day before yesterday, I received the airdrop from UP. Looking at the pitiful 20U in my account, I finally made a decision: the whole family is cashing out. Back in the day when Alpha was just getting popular, it was a nationwide carnival. Everyone was frantically adding accounts, thinking they had found an ATM in this circle. What was the result? This gameplay was completely ruined by a group of "scientists" using scripts. The pool is just that big, and machine IDs came in like locusts, leaving us ordinary retail investors with nothing. But if you look back at $NIGHT this journey: from the Alpha area, to opening contracts, and then hard charging into Binance spot. In a casino where all the shit coins peaked and halved the next day, this journey has been incredibly steady. Why is it so steady? While others are catering to traffic, the group behind Midnight, who are dedicated to technology, has carried out a "great purge" at the grassroots level. [今天老药师写了篇万字长文,扒了扒这群极客到底在谋划一个多大的局。简单剧透一下:他们搞出了一套叫“冰川空投(Glacier Drop)”的手术刀。不提前预告,直接快照 8 条公链的真实资产;而且拿到空投后,每个人的解锁时间全是打散的随机数。](https://www.binance.com/zh-TC/square/post/301862922260577?sqb=1) What does this mean? It means that those script studios that ruined our Alpha experience, thinking of smashing the market together at launch, were directly pressed to the ground and rubbed by this mechanism, effectively "frozen to death" in the glacier. And because they lacked the patience to wait for unlocks, the huge chips left on the table will be redistributed to us real living retail investors. Speaking of this, I regret it deeply. Back when $NIGHT went on Alpha, I received 4 account airdrops. What was my mindset at that time? Cashing out for security! After receiving them, I sold them all immediately. What was the result? I spectacularly sold at the peak. This broken circle is so bizarre: whatever you sell goes up, whatever you hold goes to zero, even the feng shui master @LD老毒先生_万币侯 is afraid. Take five minutes to read the long article. Rather than staring at K-lines every day and being drained by scientists, why not see how real geeks "snapped" the cheaters and redistributed the cards to ordinary people! #night @MidnightNetwork $NIGHT {future}(NIGHTUSDT)
The day before yesterday, I received the airdrop from UP. Looking at the pitiful 20U in my account, I finally made a decision: the whole family is cashing out.

Back in the day when Alpha was just getting popular, it was a nationwide carnival. Everyone was frantically adding accounts, thinking they had found an ATM in this circle. What was the result? This gameplay was completely ruined by a group of "scientists" using scripts. The pool is just that big, and machine IDs came in like locusts, leaving us ordinary retail investors with nothing.

But if you look back at $NIGHT this journey: from the Alpha area, to opening contracts, and then hard charging into Binance spot. In a casino where all the shit coins peaked and halved the next day, this journey has been incredibly steady.

Why is it so steady? While others are catering to traffic, the group behind Midnight, who are dedicated to technology, has carried out a "great purge" at the grassroots level.

今天老药师写了篇万字长文,扒了扒这群极客到底在谋划一个多大的局。简单剧透一下:他们搞出了一套叫“冰川空投(Glacier Drop)”的手术刀。不提前预告,直接快照 8 条公链的真实资产;而且拿到空投后,每个人的解锁时间全是打散的随机数。

What does this mean? It means that those script studios that ruined our Alpha experience, thinking of smashing the market together at launch, were directly pressed to the ground and rubbed by this mechanism, effectively "frozen to death" in the glacier. And because they lacked the patience to wait for unlocks, the huge chips left on the table will be redistributed to us real living retail investors.

Speaking of this, I regret it deeply. Back when $NIGHT went on Alpha, I received 4 account airdrops. What was my mindset at that time? Cashing out for security! After receiving them, I sold them all immediately. What was the result? I spectacularly sold at the peak. This broken circle is so bizarre: whatever you sell goes up, whatever you hold goes to zero, even the feng shui master @LD老毒先生_万币侯 is afraid.

Take five minutes to read the long article. Rather than staring at K-lines every day and being drained by scientists, why not see how real geeks "snapped" the cheaters and redistributed the cards to ordinary people!
#night @MidnightNetwork $NIGHT
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The truth awakened by the three professional cats: Midnight's scalpel, who did it harm, and who got a new bowl of rice?Every day, seriously writing investment research articles doesn't bring any JB traffic. Today, the old pharmacist won't pretend anymore and will share a few jokes with everyone. I have three cats at home. These days, watching these three unruly kids rolling around on the ground, I suddenly realized: these three are a perfect replica of the 'three major professions' in the current Web3 circle. Moreover, the most bizarre thing is that they have a fatal common point with people in the crypto circle — they are half-dead during the day, and as soon as midnight (\u003ct-91/\u003e) comes, their eyes light up, and they start parkour crazily.

The truth awakened by the three professional cats: Midnight's scalpel, who did it harm, and who got a new bowl of rice?

Every day, seriously writing investment research articles doesn't bring any JB traffic. Today, the old pharmacist won't pretend anymore and will share a few jokes with everyone.

I have three cats at home. These days, watching these three unruly kids rolling around on the ground, I suddenly realized: these three are a perfect replica of the 'three major professions' in the current Web3 circle.
Moreover, the most bizarre thing is that they have a fatal common point with people in the crypto circle — they are half-dead during the day, and as soon as midnight (\u003ct-91/\u003e) comes, their eyes light up, and they start parkour crazily.
Will dollar-cost averaging into BTC in a bear market lead to wealth? Mindless dollar-cost averaging will only make you lose more; advanced strategies are the correct answer.In recent months, with the pullback of BTC and the entire crypto market, many 'wise' KOLs have started to shout that it's time to begin dollar-cost averaging into BTC. Buffett once said: 'Ordinary people can simply dollar-cost average into the S&P 500 and outperform 99% of fund managers.' In the crypto space, dollar-cost averaging (DCA) and Martingale are almost revered by all veterans as the 'retail investor's bible.' The operation is simple to the point of being mindless. But... is it really flawless? In today's article, I've thoroughly analyzed the underlying logic of dollar-cost averaging into BTC, while providing you with three sets of practical advanced strategies (the last one is what I'm currently using) to help you elevate your returns to the next level.

Will dollar-cost averaging into BTC in a bear market lead to wealth? Mindless dollar-cost averaging will only make you lose more; advanced strategies are the correct answer.

In recent months, with the pullback of BTC and the entire crypto market, many 'wise' KOLs have started to shout that it's time to begin dollar-cost averaging into BTC.
Buffett once said: 'Ordinary people can simply dollar-cost average into the S&P 500 and outperform 99% of fund managers.'
In the crypto space, dollar-cost averaging (DCA) and Martingale are almost revered by all veterans as the 'retail investor's bible.' The operation is simple to the point of being mindless.
But... is it really flawless?
In today's article, I've thoroughly analyzed the underlying logic of dollar-cost averaging into BTC, while providing you with three sets of practical advanced strategies (the last one is what I'm currently using) to help you elevate your returns to the next level.
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Bullish
I want to know how many people have this $TRUMP NFT? Although I have cleared my inventory..
I want to know how many people have this $TRUMP NFT? Although I have cleared my inventory..
In the last bull market, ADA (Cardano) was thriving in the U.S. market and among geeks, but in the eyes of retail investors in Asia, it has always been a "hopeless case." Why? Because the Asian community finds it too "slow," lacking in meme coins and explosive gains, not exciting enough. But upon closer inspection, when the current Web3 has completely devolved into a giant casino competing on who can run faster, with everyone subscribing to the philosophy of "launch first to raise funds, find market makers to pump, and eventually even hackers must flee," Cardano seems so out of place—slowly, stubbornly clinging to mathematical rigor, determined to build a nuclear power plant that can withstand a level 10 earthquake. Today, the pharmacist stayed up late coding [一篇深度长文,就想和大家聊聊,在这片乌烟瘴气里,我为什么独爱 Cardano 以及它最具战略意义的隐私网络 Midnight](https://www.binance.com/zh-TC/square/post/301397775630625) (@MidnightNetwork ). While other projects spend hundreds of thousands of dollars on paid articles and find KOLs to crazily promote and pump, this group of lunatics actually went to make a movie for education; they launched a podcast called Unshielded, rigorously exploring the philosophical logic of identity privacy with big names. Flipping through their official blog, there isn't a single line of FOMO-inducing nonsense, just a screen full of Aliit elite developers stubbornly grappling with underlying code, simulating a Midnight City sandbox filled with millions of AI entities. They even set up a volunteer community called Nightforce. The name sounds super "comic book," with an underlying vibe of superheroism trying to save the world in the dark. And that's exactly the case; these people are extremely stubborn, directly slapping the words "Anti-Speculative" across everyone's faces: if you want to make quick money, turn left and walk out, no farewell. They don't care to cater to the market at all. They lie in wait at the bottom level, laying a foundation with "rational privacy" to reclaim what Web3 initially promised to all humanity but later personally destroyed. Giving it back to "you." The true geek romanticism is forging swords in a noisy courtyard while warming wine. Understand Cardano and Midnight, and reshape your underlying logic in the crypto world. #night $NIGHT {spot}(NIGHTUSDT)
In the last bull market, ADA (Cardano) was thriving in the U.S. market and among geeks, but in the eyes of retail investors in Asia, it has always been a "hopeless case." Why? Because the Asian community finds it too "slow," lacking in meme coins and explosive gains, not exciting enough.

But upon closer inspection, when the current Web3 has completely devolved into a giant casino competing on who can run faster, with everyone subscribing to the philosophy of "launch first to raise funds, find market makers to pump, and eventually even hackers must flee," Cardano seems so out of place—slowly, stubbornly clinging to mathematical rigor, determined to build a nuclear power plant that can withstand a level 10 earthquake.

Today, the pharmacist stayed up late coding 一篇深度长文,就想和大家聊聊,在这片乌烟瘴气里,我为什么独爱 Cardano 以及它最具战略意义的隐私网络 Midnight (@MidnightNetwork ).

While other projects spend hundreds of thousands of dollars on paid articles and find KOLs to crazily promote and pump, this group of lunatics actually went to make a movie for education; they launched a podcast called Unshielded, rigorously exploring the philosophical logic of identity privacy with big names. Flipping through their official blog, there isn't a single line of FOMO-inducing nonsense, just a screen full of Aliit elite developers stubbornly grappling with underlying code, simulating a Midnight City sandbox filled with millions of AI entities.

They even set up a volunteer community called Nightforce. The name sounds super "comic book," with an underlying vibe of superheroism trying to save the world in the dark. And that's exactly the case; these people are extremely stubborn, directly slapping the words "Anti-Speculative" across everyone's faces: if you want to make quick money, turn left and walk out, no farewell.

They don't care to cater to the market at all. They lie in wait at the bottom level, laying a foundation with "rational privacy" to reclaim what Web3 initially promised to all humanity but later personally destroyed. Giving it back to "you."

The true geek romanticism is forging swords in a noisy courtyard while warming wine. Understand Cardano and Midnight, and reshape your underlying logic in the crypto world.
#night $NIGHT
In the bustling Web3 courtyard, witness the communities of Cadano and Midnight reshaping the spirit of blockchain."Chrysanthemums, ancient swords, and wine are steeped in coffee in a bustling courtyard. Foreigners worship the ancient moon at the Temple of the Sun. The prosperous Kaiyuan era is truly captivating." These are lyrics from my favorite Tang Dynasty band (Dream Back to Tang Dynasty), and they couldn't be more fitting to describe today's Web3. Think back to the golden age of Bitcoin and blockchain, and then look at the chaos we see now. Ask yourself honestly, how long has it been since you've seen a geek community purely dedicated to "changing the world" and writing code? This "courtyard" is now filled with noisy speculation. It's either get rich quick or lose everything. Everyone is frantically refreshing the interaction bar like slaves on an assembly line, staring at illogical random objects, having long forgotten why blockchain came about in the first place, and has forgotten its original purpose.

In the bustling Web3 courtyard, witness the communities of Cadano and Midnight reshaping the spirit of blockchain.

"Chrysanthemums, ancient swords, and wine are steeped in coffee in a bustling courtyard. Foreigners worship the ancient moon at the Temple of the Sun. The prosperous Kaiyuan era is truly captivating."
These are lyrics from my favorite Tang Dynasty band (Dream Back to Tang Dynasty), and they couldn't be more fitting to describe today's Web3.
Think back to the golden age of Bitcoin and blockchain, and then look at the chaos we see now. Ask yourself honestly, how long has it been since you've seen a geek community purely dedicated to "changing the world" and writing code?
This "courtyard" is now filled with noisy speculation. It's either get rich quick or lose everything. Everyone is frantically refreshing the interaction bar like slaves on an assembly line, staring at illogical random objects, having long forgotten why blockchain came about in the first place, and has forgotten its original purpose.
Let me ask all traders a question: Spot buying will push up the price of coins, but why is it that the more people go long in the futures market, the easier it is to see a downward spike? Why is it that every time you set a stop loss, there's a high probability it will be precisely triggered, and then it quickly rebounds? Every liquidation seems to occur right at the tip of the spike? [今天我写了一篇深度长文,聊聊我们该如何打破这个在 Web3 里被无限放大的死局。](https://app.binance.com/uni-qr/cart/301044072158161?l=zh-TC&r=C7OOZDGN&uc=web_square_share_link&uco=Z6HpeLJea-NQ5I-Bq_G7gA&us=copylink) We have a saying called "I predicted your prediction." In fact, we ourselves are that well-known "Schrodinger's cat." Time and time again, we are the object of liquidation. The "heat map" on COINGLASS is calculated, but the charts that market makers see are real data bought with real money. Your positions, stop loss lines, and trading intentions are completely visible to market makers after execution. They are not predicting the market; they are watching your "liquidity." We thought decentralization represented absolute fairness, only to despairingly discover that when the底牌 is visible to everyone, exploitation is the only fate. Without privacy, real business cannot be conducted. Retail investors are being liquidated daily at the tip of the spike, while Fortune 500 companies and large Wall Street funds dare not conduct business in a "transparent kitchen." This is also why top institutions are making huge bets on the privacy track in 2026. Let's not talk nonsense; take a look at how #night uses a line of geek code to allow front-end developers to write ZK zero-knowledge proofs? How can the dual-currency model of "buying a coffee machine to produce coffee" completely eliminate the anti-human Gas fees? And how did they cultivate a group of AI "compliant lobsters" in Midnight City that are not data-leaked and won't be exploited? The true romanticism of cryptography is not being forced to run naked in the square, but being able to firmly hold the底牌 in your own hands even while in the dark jungle. While everyone is still anxious about short-term fluctuations in the transparent grid, Google Cloud and eToro have already built fortresses in this new land. @MidnightNetwork $NIGHT {spot}(NIGHTUSDT)
Let me ask all traders a question: Spot buying will push up the price of coins, but why is it that the more people go long in the futures market, the easier it is to see a downward spike?

Why is it that every time you set a stop loss, there's a high probability it will be precisely triggered, and then it quickly rebounds? Every liquidation seems to occur right at the tip of the spike? 今天我写了一篇深度长文,聊聊我们该如何打破这个在 Web3 里被无限放大的死局。

We have a saying called "I predicted your prediction." In fact, we ourselves are that well-known "Schrodinger's cat." Time and time again, we are the object of liquidation. The "heat map" on COINGLASS is calculated, but the charts that market makers see are real data bought with real money.

Your positions, stop loss lines, and trading intentions are completely visible to market makers after execution. They are not predicting the market; they are watching your "liquidity."

We thought decentralization represented absolute fairness, only to despairingly discover that when the底牌 is visible to everyone, exploitation is the only fate.

Without privacy, real business cannot be conducted. Retail investors are being liquidated daily at the tip of the spike, while Fortune 500 companies and large Wall Street funds dare not conduct business in a "transparent kitchen." This is also why top institutions are making huge bets on the privacy track in 2026.

Let's not talk nonsense; take a look at how #night uses a line of geek code to allow front-end developers to write ZK zero-knowledge proofs? How can the dual-currency model of "buying a coffee machine to produce coffee" completely eliminate the anti-human Gas fees? And how did they cultivate a group of AI "compliant lobsters" in Midnight City that are not data-leaked and won't be exploited?

The true romanticism of cryptography is not being forced to run naked in the square, but being able to firmly hold the底牌 in your own hands even while in the dark jungle.
While everyone is still anxious about short-term fluctuations in the transparent grid, Google Cloud and eToro have already built fortresses in this new land.
@MidnightNetwork $NIGHT
From 'Open Kitchen' to 'Compliant Lobster', the Unique Logical Charm of Midnight's Rational PrivacyHello everyone, I am the LC pharmacist from Binance Square. On platform X, my other identity is as a series author of (Reconstructing Thinking), with a background in psychology + applied logic, and a former person in the film and television industry. After studying psychology and logic for so many years, I have developed a habit: when looking at anything, I do not pay attention to the superficial noise, but instead peel back its underlying operational rules. By the end of 2025, top institutions like A16Z predicted that the 'Privacy' track would be among the top two in the Web3 explosion in 2026. But weren't the early privacy coins (like Monero and Zcash) delisted long ago? What are these institutions cooking up now?

From 'Open Kitchen' to 'Compliant Lobster', the Unique Logical Charm of Midnight's Rational Privacy

Hello everyone, I am the LC pharmacist from Binance Square. On platform X, my other identity is as a series author of (Reconstructing Thinking), with a background in psychology + applied logic, and a former person in the film and television industry.
After studying psychology and logic for so many years, I have developed a habit: when looking at anything, I do not pay attention to the superficial noise, but instead peel back its underlying operational rules.
By the end of 2025, top institutions like A16Z predicted that the 'Privacy' track would be among the top two in the Web3 explosion in 2026. But weren't the early privacy coins (like Monero and Zcash) delisted long ago? What are these institutions cooking up now?
When we used to play in a band, we always loved to hang out with our buddies from the next practice room, whose band was called 'Midnight Flight'. At that time, we were young and felt that the daytime belonged to rules, to gazes, and to helpless compromises. Only when night fell, at the moment we plucked the guitar strings in the basement, did we truly experience absolute freedom, free from scrutiny. [今天我写了一篇长文,聊聊我们该如何在 Web3 拿回这种“免于被监控”的自由。](https://app.binance.com/uni-qr/cart/300798401337137?l=zh-CN&r=C7OOZDGN&uc=web_square_share_link&uco=Z6HpeLJea-NQ5I-Bq_G7gA&us=copylink) Later, we old-timers dived headfirst into blockchain with full of ideals, thinking we had found the 'Midnight Flight' of the digital world here, but reality slapped us hard. We thought we were birds flying into the night, but we were just fish in a glass tank for people to admire. Today, the screen is filled with the airdrop frenzy of Binance HOLDER $NIGHT , and everyone is calculating how many bowls of pig's trotters they can exchange. But looking at this project called Midnight (@MidnightNetwork midnight network), I saw the shadow of that underground practice room from years ago. It is not a dark web meant for harboring filth, but rather a hardcore cryptography called 'rational privacy' that returns 'freedom from surveillance' to this world. Without privacy, there is no business. Large institutions dare not approach this land because once it’s on-chain, their bottom cards are exposed to hackers and competitors; ordinary people are drained by gas fees every day, and operational costs fluctuate with the price of coins. Putting aside the noisy candlesticks and the clamor of market crashes, this article will show you how this group of IOG veterans is shattering the glass house with 'rational privacy' and the 'dual-coin model'. Why do they dare to shout 'not reliant on market fluctuations'? And how can they get eToro and the giants to come and act as nodes? The true romance of cryptography is not compromising for transparency, but holding the sovereignty of commercial privacy in our own hands. Don't be in a hurry to sell your NIGHT for scrap metal. In the gaps of the frenzy, take five minutes to see how we can use #night to reclaim true digital sovereignty. $NIGHT {spot}(NIGHTUSDT)
When we used to play in a band, we always loved to hang out with our buddies from the next practice room, whose band was called 'Midnight Flight'.

At that time, we were young and felt that the daytime belonged to rules, to gazes, and to helpless compromises. Only when night fell, at the moment we plucked the guitar strings in the basement, did we truly experience absolute freedom, free from scrutiny. 今天我写了一篇长文,聊聊我们该如何在 Web3 拿回这种“免于被监控”的自由。

Later, we old-timers dived headfirst into blockchain with full of ideals, thinking we had found the 'Midnight Flight' of the digital world here, but reality slapped us hard.

We thought we were birds flying into the night, but we were just fish in a glass tank for people to admire.

Today, the screen is filled with the airdrop frenzy of Binance HOLDER $NIGHT , and everyone is calculating how many bowls of pig's trotters they can exchange. But looking at this project called Midnight (@MidnightNetwork midnight network), I saw the shadow of that underground practice room from years ago.

It is not a dark web meant for harboring filth, but rather a hardcore cryptography called 'rational privacy' that returns 'freedom from surveillance' to this world.

Without privacy, there is no business. Large institutions dare not approach this land because once it’s on-chain, their bottom cards are exposed to hackers and competitors; ordinary people are drained by gas fees every day, and operational costs fluctuate with the price of coins.

Putting aside the noisy candlesticks and the clamor of market crashes, this article will show you how this group of IOG veterans is shattering the glass house with 'rational privacy' and the 'dual-coin model'. Why do they dare to shout 'not reliant on market fluctuations'? And how can they get eToro and the giants to come and act as nodes?
The true romance of cryptography is not compromising for transparency, but holding the sovereignty of commercial privacy in our own hands.

Don't be in a hurry to sell your NIGHT for scrap metal. In the gaps of the frenzy, take five minutes to see how we can use #night to reclaim true digital sovereignty.
$NIGHT
Is the current blockchain, the current Web3, what you wished for? The artistic youth pharmacist reflects on Midnight with you.Since this is our first in-depth analysis of Midnight, today we will learn how leaders hold meetings: no discussing airdrops, no tutorials, just directly presenting some value and talking about the 'grand vision'. We will avoid the noise on the streets and conduct a soul-searching inquiry: Is the current blockchain, the current Web3, what you wished for? Do you really feel free now? Think about those moments in real life that make you feel uneasy: you just casually talked about a certain product with a friend at the dinner table, and then you open an e-commerce app (like PDD), and the homepage recommendation is exactly what you just discussed. In this era of ubiquitous surveillance, even those 'anthropology companies' that publicly oppose the U.S. government's endless monitoring can be directly placed on the 'danger list' by the authorities.

Is the current blockchain, the current Web3, what you wished for? The artistic youth pharmacist reflects on Midnight with you.

Since this is our first in-depth analysis of Midnight, today we will learn how leaders hold meetings: no discussing airdrops, no tutorials, just directly presenting some value and talking about the 'grand vision'. We will avoid the noise on the streets and conduct a soul-searching inquiry:
Is the current blockchain, the current Web3, what you wished for? Do you really feel free now?
Think about those moments in real life that make you feel uneasy: you just casually talked about a certain product with a friend at the dinner table, and then you open an e-commerce app (like PDD), and the homepage recommendation is exactly what you just discussed. In this era of ubiquitous surveillance, even those 'anthropology companies' that publicly oppose the U.S. government's endless monitoring can be directly placed on the 'danger list' by the authorities.
@BiBi What is your opinion on what I said as an AI?
@Binance BiBi What is your opinion on what I said as an AI?
LC药师先生_万币侯
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Elon Musk is finally going to create 'Big Soft'—xAI + Tesla FSD jointly building a truly decision-making intelligent agent.

我刚刚发的长文把“国内养Agent泡沫 vs 国外危险玩具”对比拆得明明白白,还有2030年真实场景推演,超级干货!

Most importantly, xAI has become the regulator and responsible party for wild Agents. The Agents reviewed and packaged by him are like the modifications Samsung and Huawei made to native Android: adding permission control, risk filtering, and security packaging. The wild OpenClaw's chaotic permission calls, arbitrary communication with other AIs, and rampant information leaks of the 'native Android' turn into a controllable 'custom Android' in his hands.

Now domestically, OpenClaw has become a national craze—memory prices have doubled, and the government had to urgently order a ban on government departments using it. Abroad, this type of wild Agent is treated as a 'dangerous toy' due to the significant risks of permission abuse and information leaks.

The same technology is a hot commodity domestically, but a ticking time bomb abroad.

What can truly solve the chaotic situation of Agents is Fabric's on-chain passport + observation station + nonprofit compliance—ICE + SEC of the Agent era.

Understanding this, you will know why OpenClaw is a short-term craze, while Fabric + Musk's 'regulatory packaging' is the real moat of the Agent era.
@Fabric Foundation #ROBO $ROBO
Elon Musk is finally going to create 'Big Soft'—xAI + Tesla FSD jointly building a truly decision-making intelligent agent. [我刚刚发的长文把“国内养Agent泡沫 vs 国外危险玩具”对比拆得明明白白,还有2030年真实场景推演,超级干货!](https://app.binance.com/uni-qr/cart/300676350081362?l=zh-TC&r=C7OOZDGN&uc=web_square_share_link&uco=Z6HpeLJea-NQ5I-Bq_G7gA&us=copylink) Most importantly, xAI has become the regulator and responsible party for wild Agents. The Agents reviewed and packaged by him are like the modifications Samsung and Huawei made to native Android: adding permission control, risk filtering, and security packaging. The wild OpenClaw's chaotic permission calls, arbitrary communication with other AIs, and rampant information leaks of the 'native Android' turn into a controllable 'custom Android' in his hands. Now domestically, OpenClaw has become a national craze—memory prices have doubled, and the government had to urgently order a ban on government departments using it. Abroad, this type of wild Agent is treated as a 'dangerous toy' due to the significant risks of permission abuse and information leaks. The same technology is a hot commodity domestically, but a ticking time bomb abroad. What can truly solve the chaotic situation of Agents is Fabric's on-chain passport + observation station + nonprofit compliance—ICE + SEC of the Agent era. Understanding this, you will know why OpenClaw is a short-term craze, while Fabric + Musk's 'regulatory packaging' is the real moat of the Agent era. @FabricFND #ROBO $ROBO
Elon Musk is finally going to create 'Big Soft'—xAI + Tesla FSD jointly building a truly decision-making intelligent agent.

我刚刚发的长文把“国内养Agent泡沫 vs 国外危险玩具”对比拆得明明白白,还有2030年真实场景推演,超级干货!

Most importantly, xAI has become the regulator and responsible party for wild Agents. The Agents reviewed and packaged by him are like the modifications Samsung and Huawei made to native Android: adding permission control, risk filtering, and security packaging. The wild OpenClaw's chaotic permission calls, arbitrary communication with other AIs, and rampant information leaks of the 'native Android' turn into a controllable 'custom Android' in his hands.

Now domestically, OpenClaw has become a national craze—memory prices have doubled, and the government had to urgently order a ban on government departments using it. Abroad, this type of wild Agent is treated as a 'dangerous toy' due to the significant risks of permission abuse and information leaks.

The same technology is a hot commodity domestically, but a ticking time bomb abroad.

What can truly solve the chaotic situation of Agents is Fabric's on-chain passport + observation station + nonprofit compliance—ICE + SEC of the Agent era.

Understanding this, you will know why OpenClaw is a short-term craze, while Fabric + Musk's 'regulatory packaging' is the real moat of the Agent era.
@Fabric Foundation #ROBO $ROBO
Domestic Frenzy vs Foreign Ban: Behind the Chaos of OpenClaw, How Fabric Builds the Moat of the Agent Era?The domestic breeding of crayfish has completely exploded, directly doubling and even tripling various hardware prices. Government departments had to urgently issue orders: all government procurement and office equipment are strictly prohibited from using OpenClaw type Agents. Calm down, let's take a look at the foreign situation? OpenClaw is regarded as a 'geek toy' and even a 'dangerous toy'. Domestically, there is a frenzy of 'national crayfish farming', while abroad it is treated as a dangerous item. This contrast is absurd. I was staring at these news articles, and suddenly understood one thing: the chaos surrounding OpenClaw is fundamentally not a technical issue, but a lack of 'border checks' and 'economic capital punishment'.

Domestic Frenzy vs Foreign Ban: Behind the Chaos of OpenClaw, How Fabric Builds the Moat of the Agent Era?

The domestic breeding of crayfish has completely exploded, directly doubling and even tripling various hardware prices. Government departments had to urgently issue orders: all government procurement and office equipment are strictly prohibited from using OpenClaw type Agents.
Calm down, let's take a look at the foreign situation?
OpenClaw is regarded as a 'geek toy' and even a 'dangerous toy'.
Domestically, there is a frenzy of 'national crayfish farming', while abroad it is treated as a dangerous item. This contrast is absurd.
I was staring at these news articles, and suddenly understood one thing: the chaos surrounding OpenClaw is fundamentally not a technical issue, but a lack of 'border checks' and 'economic capital punishment'.
It has tripled! Today I sold a few DDR4 16G memory sticks, which I bought second-hand when mining, and it feels better than the crypto world. After receiving the goods, the buyer specifically messaged me: "Bro, hold on to more, it will rise in China, because everyone is raising crayfish now!" The more I think about it, the more I realize this is the end of the hardware dividend, right? I wrote an article when I got back, and [把是真正的知识变现2.0——人类当机器人终身导师,机器人自己养你!](https://app.binance.com/uni-qr/cart/300408605328241?l=zh-TC&r=C7OOZDGN&uc=web_square_share_link&uco=Z6HpeLJea-NQ5I-Bq_G7gA&us=copylink) broke this concept down to millimeter level. Last year, I complained that the array took up space, so I easily sold the 96T hard drive + Thunderbolt 3 array, but this year, the boss of Western Digital announced that the hard drive production capacity will be completely sold out by 2026, not a single one left! Now it's the memory's turn, and the buyer even advised me to keep it, saying the demand for "everyone raising crayfish" is booming. I suddenly realized: hardware is always a temporary dividend, but what can truly "raise crayfish" in the long term is the robot App Store that @FabricFND will soon launch! In the future, developers will package their lifetime experiences (directors, nurses, programmers, chefs) into "skill chips" and upload them to the App Store. The robot will use a Web3 wallet to spend $ROBO to buy skills, call them, and work to earn money to share with you. You teach once, and the robot uses it for a lifetime, while you receive a salary every day. Traditional course selling is a "one-time deal," but the robot App Store is a "lifetime revenue sharing system." Understanding this, you will know why hardware is temporary, while Fabric's skill store is the long-lasting "raising crayfish" business 😂 @FabricFND #ROBO $ROBO {spot}(ROBOUSDT)
It has tripled! Today I sold a few DDR4 16G memory sticks, which I bought second-hand when mining, and it feels better than the crypto world.

After receiving the goods, the buyer specifically messaged me: "Bro, hold on to more, it will rise in China, because everyone is raising crayfish now!"

The more I think about it, the more I realize this is the end of the hardware dividend, right? I wrote an article when I got back, and 把是真正的知识变现2.0——人类当机器人终身导师,机器人自己养你! broke this concept down to millimeter level.

Last year, I complained that the array took up space, so I easily sold the 96T hard drive + Thunderbolt 3 array, but this year, the boss of Western Digital announced that the hard drive production capacity will be completely sold out by 2026, not a single one left! Now it's the memory's turn, and the buyer even advised me to keep it, saying the demand for "everyone raising crayfish" is booming.

I suddenly realized: hardware is always a temporary dividend, but what can truly "raise crayfish" in the long term is the robot App Store that @Fabric Foundation will soon launch!

In the future, developers will package their lifetime experiences (directors, nurses, programmers, chefs) into "skill chips" and upload them to the App Store.
The robot will use a Web3 wallet to spend $ROBO to buy skills, call them, and work to earn money to share with you.

You teach once, and the robot uses it for a lifetime, while you receive a salary every day.

Traditional course selling is a "one-time deal," but the robot App Store is a "lifetime revenue sharing system."

Understanding this, you will know why hardware is temporary, while Fabric's skill store is the long-lasting "raising crayfish" business 😂
@Fabric Foundation #ROBO $ROBO
'The overwhelming monetization ads on a certain fish platform', when Fabric's App Store goes live, how strong the demand will be.Yesterday I came across a video on a short video platform, where a 'monetization mentor' passionately spoke in front of the camera: 'As long as you learn AI and video editing with me, even beginners can earn 30,000 in a month!' The comment section was filled with elderly people asking 'How to sign up' 'How to get the materials'. I clicked in to take a look at their classic routine: first, they lure you into a group under the guise of 'free AI teaching', then they actually arrange a few days of free live classes. To keep you, they even send you a 'learning gift package' for free delivery. When you are dizzy from their warm greetings and money-making rhetoric, they immediately push the sales price of 3999 yuan or even higher for the 'advanced disciples class'. Only after you really pay do you realize that it’s all just free PPTs copied from the internet + brainwashing rhetoric, with no real valuable content.

'The overwhelming monetization ads on a certain fish platform', when Fabric's App Store goes live, how strong the demand will be.

Yesterday I came across a video on a short video platform, where a 'monetization mentor' passionately spoke in front of the camera: 'As long as you learn AI and video editing with me, even beginners can earn 30,000 in a month!' The comment section was filled with elderly people asking 'How to sign up' 'How to get the materials'.
I clicked in to take a look at their classic routine: first, they lure you into a group under the guise of 'free AI teaching', then they actually arrange a few days of free live classes. To keep you, they even send you a 'learning gift package' for free delivery. When you are dizzy from their warm greetings and money-making rhetoric, they immediately push the sales price of 3999 yuan or even higher for the 'advanced disciples class'. Only after you really pay do you realize that it’s all just free PPTs copied from the internet + brainwashing rhetoric, with no real valuable content.
Today I did a thorough cleaning of my phone and found the old bills of lading from last year when I was in crude oil trading. Looking at the paper clearly printed with "Brent crude oil +-10%" which was more than 60 per barrel. 12 hours ago, the screen was full of "crude oil breaks 120 dollars, in the blink of an eye the news changed to 'crude oil falls below 90'", I couldn't help but chuckle. The world is going crazy too fast. Many brothers in the group who don't understand the industry are shouting: "Oil prices are going to skyrocket, hurry up and bottom-fish crude oil funds, go long on crude oil futures!" Looking back, they all got buried. As someone who has been in this industry, I must pour a bucket of cold water on everyone. Listen to my advice: ordinary people should never touch physical energy speculation! Because it is a purely oligopolistic game. War is the valve for shipments; stock up at low prices and sell at high prices when war occurs. We cannot intervene in the physical world's oil, but in the upcoming 2026 robotic economic era, @FabricFND has opened a gap for ordinary people to cross classes: it allows us to accumulate the "digital oil" of the future machine society in our Web3 wallets. Today's industry is driven by burning crude oil, while the industry of the next decade will operate with millions of physically embodied intelligent robots powered by AI brains. In this vast machine economy, Fabric is the underlying "pipeline" laid out globally. Isn't this the friction and fuel for the operation of future digital industries? But we can easily accumulate tens of thousands of $ROBO at an extremely low cost in our wallets. What's even more incredible is that oil-producing countries in reality will strive to increase production for profit; while the Fabric protocol's setup allows the system to take a cut from real profits, buy back $ROBO from the open market, and directly destroy (Burn) it! This is a top-tier energy that is crazily burned and absolutely deflationary as the machine society operates. The wealth password of the era is always astonishingly similar. A hundred years ago, Rockefeller made his fortune by monopolizing oil; today, Wall Street bigwigs are in a frenzy over the Middle East strait crisis; and in this corner, still unfamiliar to the public, the "digital black gold" of the new world is being laid out at an extremely low price. #ROBO $ROBO {spot}(ROBOUSDT)
Today I did a thorough cleaning of my phone and found the old bills of lading from last year when I was in crude oil trading. Looking at the paper clearly printed with "Brent crude oil +-10%" which was more than 60 per barrel.

12 hours ago, the screen was full of "crude oil breaks 120 dollars, in the blink of an eye the news changed to 'crude oil falls below 90'", I couldn't help but chuckle.

The world is going crazy too fast. Many brothers in the group who don't understand the industry are shouting: "Oil prices are going to skyrocket, hurry up and bottom-fish crude oil funds, go long on crude oil futures!" Looking back, they all got buried.

As someone who has been in this industry, I must pour a bucket of cold water on everyone.

Listen to my advice: ordinary people should never touch physical energy speculation! Because it is a purely oligopolistic game. War is the valve for shipments; stock up at low prices and sell at high prices when war occurs.

We cannot intervene in the physical world's oil, but in the upcoming 2026 robotic economic era, @Fabric Foundation has opened a gap for ordinary people to cross classes: it allows us to accumulate the "digital oil" of the future machine society in our Web3 wallets.

Today's industry is driven by burning crude oil, while the industry of the next decade will operate with millions of physically embodied intelligent robots powered by AI brains. In this vast machine economy, Fabric is the underlying "pipeline" laid out globally.

Isn't this the friction and fuel for the operation of future digital industries? But we can easily accumulate tens of thousands of $ROBO at an extremely low cost in our wallets.

What's even more incredible is that oil-producing countries in reality will strive to increase production for profit; while the Fabric protocol's setup allows the system to take a cut from real profits, buy back $ROBO from the open market, and directly destroy (Burn) it! This is a top-tier energy that is crazily burned and absolutely deflationary as the machine society operates.

The wealth password of the era is always astonishingly similar. A hundred years ago, Rockefeller made his fortune by monopolizing oil; today, Wall Street bigwigs are in a frenzy over the Middle East strait crisis; and in this corner, still unfamiliar to the public, the "digital black gold" of the new world is being laid out at an extremely low price.
#ROBO $ROBO
Funds are flooding into 'oil'! $ROBO is actually the 'digital oil' of the future machine society.Today, two major data points dazzled my eyes. AsterDex can trade $CL now, with an increase of over 40%, then it plummeted by 30%. $ROBO surged again by 11% in a single day, approaching ATH. Affected by the Iran war and the blockage of the Strait of Hormuz, WTI crude oil surged over 35% in a single week, marking the largest weekly increase since 1983! Then it plummeted by 30%, returning to 86. Who can handle that! The oil price in Texas has already reached $2.6 per gallon (approximately 5 RMB/L). That kind of piercing pain left me in deep thought. ---------------- We always have a set stereotype: buy gold in chaotic times, or buy Bitcoin to hedge against inflation.

Funds are flooding into 'oil'! $ROBO is actually the 'digital oil' of the future machine society.

Today, two major data points dazzled my eyes.
AsterDex can trade $CL now, with an increase of over 40%, then it plummeted by 30%.
$ROBO surged again by 11% in a single day, approaching ATH.
Affected by the Iran war and the blockage of the Strait of Hormuz, WTI crude oil surged over 35% in a single week, marking the largest weekly increase since 1983! Then it plummeted by 30%, returning to 86. Who can handle that!
The oil price in Texas has already reached $2.6 per gallon (approximately 5 RMB/L).
That kind of piercing pain left me in deep thought.

----------------
We always have a set stereotype: buy gold in chaotic times, or buy Bitcoin to hedge against inflation.
I deleted all the altcoins from my selected list. Last night, I stayed up late to finish reading the latest reports released by several top institutions on the "2026 Robotics Economic Track Research Report". These authoritative reports point to one conclusion: the core of 2026 is that machines transition from "tools" to "autonomous economic entities". Leading this revolution are the recognized "three representatives": peaq, PrismaX, and OpenMind (@FabricFND ). These three projects are not competitors; they just happen to piece together a "business closed loop". To help you understand, let's directly look at a real-world case - Hong Kong RoboFarm (vertical farm). In this farm, you won't see humans; all you see are robots automatically planting and harvesting vegetables. 1. Who is responsible for building roads and issuing household registrations for them? peaq Network ($PEAQ). As the Layer-1 of the machine economy, peaq has granted on-chain identities to these farm robots. Even more amazing, it has turned robots into RWA (Real World Assets). As long as retail investors hold the relevant NFTs, they can directly share the profits earned from the robots planting and selling vegetables. 2. How do robots know how much force to use when picking lettuce so they don’t crush it? PrismaX. The hardware is there, but physical world experience is extremely scarce. It specializes in solving the problem of robots being “clumsy,” turning human physical labor into data assets fed to machines. 3. How do robots distribute the money they earn? OpenMind and Fabric. OpenMind provides a universal open-source operating system (OM1), while Fabric issues Web3 wallets to the machines. OpenMind is the tech company that provides the universal robot operating system (OM1), while FabricFoundation is a completely independent non-profit organization dedicated to operating a decentralized settlement network and issuing ROBO tokens. One is responsible for the “open-source brain,” while the other is responsible for repairing the “economic high-speed rail.” Robots use ROBO to automatically settle electricity bills over the network, pay PrismaX's data authorization fees, and distribute profits to human shareholders. Did you understand? They form an iron triangle. They do not manufacture any physical machines, but in the future, all machines that want to work and earn money must pay tolls to these “three carriages.” This is the ultimate infrastructure for transitioning from virtual to real, generating genuine GDP! #ROBO $ROBO {spot}(ROBOUSDT)
I deleted all the altcoins from my selected list.

Last night, I stayed up late to finish reading the latest reports released by several top institutions on the "2026 Robotics Economic Track Research Report".

These authoritative reports point to one conclusion: the core of 2026 is that machines transition from "tools" to "autonomous economic entities". Leading this revolution are the recognized "three representatives": peaq, PrismaX, and OpenMind (@Fabric Foundation ).

These three projects are not competitors; they just happen to piece together a "business closed loop". To help you understand, let's directly look at a real-world case - Hong Kong RoboFarm (vertical farm). In this farm, you won't see humans; all you see are robots automatically planting and harvesting vegetables.

1. Who is responsible for building roads and issuing household registrations for them? peaq Network ($PEAQ).
As the Layer-1 of the machine economy, peaq has granted on-chain identities to these farm robots. Even more amazing, it has turned robots into RWA (Real World Assets). As long as retail investors hold the relevant NFTs, they can directly share the profits earned from the robots planting and selling vegetables.

2. How do robots know how much force to use when picking lettuce so they don’t crush it? PrismaX.
The hardware is there, but physical world experience is extremely scarce. It specializes in solving the problem of robots being “clumsy,” turning human physical labor into data assets fed to machines.

3. How do robots distribute the money they earn? OpenMind and Fabric.
OpenMind provides a universal open-source operating system (OM1), while Fabric issues Web3 wallets to the machines. OpenMind is the tech company that provides the universal robot operating system (OM1), while FabricFoundation is a completely independent non-profit organization dedicated to operating a decentralized settlement network and issuing ROBO tokens. One is responsible for the “open-source brain,” while the other is responsible for repairing the “economic high-speed rail.” Robots use ROBO to automatically settle electricity bills over the network, pay PrismaX's data authorization fees, and distribute profits to human shareholders.

Did you understand? They form an iron triangle. They do not manufacture any physical machines, but in the future, all machines that want to work and earn money must pay tolls to these “three carriages.” This is the ultimate infrastructure for transitioning from virtual to real, generating genuine GDP!
#ROBO $ROBO
Discovered this open-source infrastructure that Musk is freeloading on, instantly understanding the true significance of Fabric for the future robotic economy.The day before yesterday, we had our usual old classmates' gathering to play mahjong. At the table, I excitedly talked to him about the recent global robotic trends, as most of them can't scientifically access the internet. One of my classmates is a small leader from a certain institute of the Chinese Academy of Sciences, and he chuckled. I thought he would tell me how powerful the technology in our country is, but instead, he asked me a question: “Do you really think these cool robots are something we built from scratch by writing code ourselves?” Look at my confused face, he shook his head and said: “More than 90% of the robot laboratories and companies in the world are all ‘freeloading’ on an open-source framework called ROS (Robot Operating System). Similar to Android or Linux, whether domestically or internationally, and maintaining this framework is a public charity organization in the United States — Open Robotics (OSRF) that doesn't even seek profit.”

Discovered this open-source infrastructure that Musk is freeloading on, instantly understanding the true significance of Fabric for the future robotic economy.

The day before yesterday, we had our usual old classmates' gathering to play mahjong.
At the table, I excitedly talked to him about the recent global robotic trends, as most of them can't scientifically access the internet. One of my classmates is a small leader from a certain institute of the Chinese Academy of Sciences, and he chuckled.
I thought he would tell me how powerful the technology in our country is, but instead, he asked me a question: “Do you really think these cool robots are something we built from scratch by writing code ourselves?”
Look at my confused face, he shook his head and said: “More than 90% of the robot laboratories and companies in the world are all ‘freeloading’ on an open-source framework called ROS (Robot Operating System). Similar to Android or Linux, whether domestically or internationally, and maintaining this framework is a public charity organization in the United States — Open Robotics (OSRF) that doesn't even seek profit.”
The newly released fiscal data states that in 2025, the national fiscal revenue experienced a rare negative growth of 1.7%! Tax sources are completely exhausted, and more than half of the provinces have even lowered their tax revenue expectations for the coming year. This forms a data inversion that makes sense to those who understand, against the backdrop of GDP growth of 5.2%. Local governments can inflate GDP figures by borrowing and engaging in ineffective infrastructure projects, but they absolutely dare not falsify fiscal revenue (taxes). Because paying taxes is real money. Data can be fabricated at will, but the real financial ledgers will never lie. To completely tear apart this layer of false data disguise, @FabricFND has created a set of "real economic principles": without generating real money in the physical world, machines won't earn even a dime in rewards. In the machine society established by Fabric: First: Reject cloud-based idleness. Fabric focuses on the real atomic world. It issues independent Web3 wallets to delivery vehicles running on the streets and robotic arms in factories. Only when robots complete a food delivery in the physical world, and the customer pays the actual delivery fee, will the machine's wallet have income. This is an extremely rigid output of physical labor, and it cannot be faked. Second: Strictly crack down on idleness and fake orders. While others can passively earn through PoS staking, Fabric firmly rejects "easy earnings"; tokens are only rewarded to those who complete "Proof of Robot Work (PoRW)". If a studio sets up 1000 fake nodes that constantly send commands to create fake orders, Fabric's core HGV (Hybrid Graph Value) algorithm will instantly see through their "social interaction graph." Without real external funds to buy in, these wrongdoers will be classified as "island graphs"; not only will they not receive a single cent in $ROBO rewards, but even their staked deposits will be ruthlessly confiscated by the system! Third: Collect real "taxes". While local governments in reality can't collect taxes, Fabric's treasury is extremely rich. As long as data purchases and computing power leasing (M2M payments) occur between machines, $ROBO must be consumed as the only network fuel. Even more ruthlessly, the protocol will withhold 20% of real business profits, continuously and relentlessly buying back and destroying $ROBO in the open market! Between false prosperity and the cold truth, where will your real money be invested? Show your stance in the comments! #ROBO $ROBO {spot}(ROBOUSDT)
The newly released fiscal data states that in 2025, the national fiscal revenue experienced a rare negative growth of 1.7%! Tax sources are completely exhausted, and more than half of the provinces have even lowered their tax revenue expectations for the coming year.

This forms a data inversion that makes sense to those who understand, against the backdrop of GDP growth of 5.2%.

Local governments can inflate GDP figures by borrowing and engaging in ineffective infrastructure projects, but they absolutely dare not falsify fiscal revenue (taxes). Because paying taxes is real money.

Data can be fabricated at will, but the real financial ledgers will never lie. To completely tear apart this layer of false data disguise, @Fabric Foundation has created a set of "real economic principles": without generating real money in the physical world, machines won't earn even a dime in rewards.

In the machine society established by Fabric:

First: Reject cloud-based idleness. Fabric focuses on the real atomic world. It issues independent Web3 wallets to delivery vehicles running on the streets and robotic arms in factories. Only when robots complete a food delivery in the physical world, and the customer pays the actual delivery fee, will the machine's wallet have income. This is an extremely rigid output of physical labor, and it cannot be faked.

Second: Strictly crack down on idleness and fake orders. While others can passively earn through PoS staking, Fabric firmly rejects "easy earnings"; tokens are only rewarded to those who complete "Proof of Robot Work (PoRW)". If a studio sets up 1000 fake nodes that constantly send commands to create fake orders, Fabric's core HGV (Hybrid Graph Value) algorithm will instantly see through their "social interaction graph." Without real external funds to buy in, these wrongdoers will be classified as "island graphs"; not only will they not receive a single cent in $ROBO rewards, but even their staked deposits will be ruthlessly confiscated by the system!

Third: Collect real "taxes". While local governments in reality can't collect taxes, Fabric's treasury is extremely rich. As long as data purchases and computing power leasing (M2M payments) occur between machines, $ROBO must be consumed as the only network fuel. Even more ruthlessly, the protocol will withhold 20% of real business profits, continuously and relentlessly buying back and destroying $ROBO in the open market!

Between false prosperity and the cold truth, where will your real money be invested? Show your stance in the comments!
#ROBO $ROBO
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