墨染web3

Actually, YouTube has already made decent earnings, especially in the finance niche.

These two videos I have basically show that finance-related content can yield around 4–5u for every 1,000 views.

Compared with other niches like food, music, and travel, the unit earnings in the finance niche are a bit higher.

It’s just that we’re currently in a bear market, so overall view counts have dropped a lot. When the bull market comes, though, it still has a lot of potential.

And if you factor in long-tail traffic, the earnings are even better.

In my opinion, AI doesn’t need to have a very high sense of morality.

The essence of AI behavior comes down to two things: goals and means.

That is, what kind of means are used to achieve a goal.

What people call a “sense of morality” is just a shackle of the human world.

Most U cards are Visa or Mastercard, so these U cards are only suitable for small-time fun.

Most use cases involve linking to WeChat and Alipay. Once the transaction amount exceeds 200, they start charging a service fee.

In my opinion, a 3% service fee is already insanely expensive—especially if you use it often.

How can I get into the core circle of the crypto world?

Who are the people in the core circle of the crypto world?

What kind of content do you all post on the Binance Square?

For my Binance Square, I mainly just sync the tweets I post on Twitter over there. The traffic feels pretty bad 😂

Do we still need to talk more about trading-related topics for it to work? https://t.co/Z5W35qLFAu

.@KaitoAI is back.

1⃣ Let’s talk about why I care about it so much.

In the past couple of years from 2024 to 2025, how popular “mouth-raiding” (嘴撸) got—if you weren’t involved, you probably don’t feel it.
From the cases I personally encountered, it wasn’t extremely difficult for someone to make $10,000 in a month just by doing mouth-raiding. It’s not rare either.

Honestly, over these past couple of years, my own energy has mostly gone toward YouTube, and I didn’t put much emphasis on Twitter.
But as I’ve kept going all the way through 2026, it turns out that there really is less and less that you can earn by “raking” (撸毛). That’s why I’ve been recommending everyone: if you have the ability and the time, gradually build a creator account that belongs to you.

2⃣ Back to Katalyst—here are the key points:

· The data side is widely used in combination with Brevis.
I previously posted a video specifically about Brevis. I remember that particular airdrop was around one or two thousand dollars.

· For TGE projects, for each proprietary format they release, there’s no service fee—the project team provides the prize pool directly.

· When creators publish, they can already know whether they can receive this funding.

· For each token pool, 80% is allocated to creators who drive results; the remaining 20% goes to things like staking.

· At the same time, StakeDrop has been reintroduced, meaning the staking mechanism.
Personally, I think this part is optional or even unnecessary. Most of us still go down the path of zero-rake and mouth-raiding, aiming for that 80%.

3⃣ Kaito also mentioned that the market structure today has changed compared with the last cycle, and they’ve been adapting to that change.

My judgment is that even if by August or September they can only produce a roughly finished version, it’s enough to drive a large incremental wave for Twitter and the entire crypto market.

Because at its core, the crypto market is a problem of token distribution. To put it bluntly: how you slice the cake.
In the past half year, the way of slicing the cake has been pretty far from us retail users. After Kaito shows up, at least it gets closer.

4⃣ Another change: after Kaito’s website returns this time, there’s a new “Stock” section—i.e., stocks.

I don’t actually talk about US stocks that much. I was surprised to find that I got pulled into the Inner Circle.

But I don’t think this circle itself is that important. What matters is: if you get in early, first go check Twitter, and follow Kaito’s own account.

The underlying logic is the same as the Lighthouse—there isn’t much difference.

5⃣ The more Kaito gets hot, the more it proves something: aside from those real “head” projects like HYPE, the rest of the projects are basically pretty similar.
So whoever can attract more market attention will be able to stand earlier in the market, resulting in a relatively better token price, which then creates a snowball effect—more airdrops, more returns.

So whether you’re a creator or a project team, Kaito is a win-win situation—two benefits from one thing. Everyone wants to see that.

6⃣ Of course, there are plenty of side effects. I’ve complained about it on YouTube more than once.
When mouth-raiding gets too popular, there’s no longer an information focal point on Twitter. Everyone talks about the same thing, everyone says the same thing is good.
Is it actually good or not? Since everyone has a vested interest, there’s really no way to tell. This is one of the roots of the chaos and foul atmosphere in the crypto world, and it’s also why Twitter later cracked down on Kaito.

Can the new Katalyst solve this—I don’t know.
But at least in terms of direction, what it wants is to avoid being as chaotic as before, while also improving the “making money” effect.

7⃣ Lastly, something practical.
Doing creator work is definitely a “do it early, not late” situation.
If you’ve been consciously cultivating your creator identity from the very beginning of this year, or building your Xhunt ranking, then starting now is relatively easy. Once Kaito is fully out and you start then, it’s just a bit late.

8⃣ From the time Kaito was banned until now, I think we can count this as “the post-Kaito era.” During this period, people can’t get returns. Many people’s creator earnings have been restricted, many people have been banned on Twitter, and many have gone to do US stocks or do AI.
In the crypto world, it’s actually left more empty space.

9⃣ When everyone is retreating from the scene, that’s actually the best time for ordinary people to jump in.

For the main storyline of all of 2026, my personal view is still that it will revolve around creators—then add AI—and combine it with “raking” (撸毛). That’s my take; just for reference.

Kaito is about to make a comeback—are the days when ordinary people could earn big by riding the trend again about to return? https://t.co/x7NSX54edM

Finally, after countless calls, the Backpack stock K-line chart is here.

For most of my friends, reading K-line charts fits the crypto world better than line charts.

And you can also use all kinds of indicators—then my gadgets can all get used 😂

Previously, I built a variety of indicator systems; once we have K-lines, they all come into play. https://t.co/Q2M7kcOFRU https://t.co/pR9BsVaGu4

People have always said that Western projects are conscience-worthy, while Chinese projects are subpar.

But recently, for a long stretch of time now, it seems that Western projects’ reputation also hasn’t been very good—especially those projects that have been delaying for who knows how many years and still haven’t issued tokens.

For example: MetaMask, Base, OpenSea, Polymarket.

.@dgrid_ai I previously made a video about this project.

Back then, I thought it was another concept of decentralized AI. But when I checked the data, I found out that they first earned money and only then prepared to issue tokens.

Seed round: $5 million. In the first half of 2026, they generated $23 million in revenue, with over 15,000 paid users.

🧵👇
1⃣ First, let’s talk about how that $23 million came about
Genesis membership: $1,580 in the first year, then $200 to renew from the second year onward.
15,000 people × $1,580— the numbers are basically pretty close.
Of course, the membership fees are real cash too; the payment address is a public Safe on BNB Chain.
In this sector, that’s relatively rare.

2⃣ So what exactly are you buying for $1,580
A monthly $300 model-call quota, one OpenClaw host machine, and a membership NFT on BSC.
The key is the NFT.
According to the official economic model, this batch of NFTs is tied to 25% of the total ten-year emissions of DGAI.
In a sense, this is more like a product presale with a token-related entitlement.

3⃣ Product side
AI Gateway is an OpenAI-compatible unified interface that routes to 200+ models—Claude, GPT, Gemini, DeepSeek are all included.
AI Arena lets users blind-test responses from two anonymous models; these human labels then feed back as training data for the router.
Plus DClaw local deployment, Model Marketplace, and Ask Dori. 50,000 DAU and 500,000 MAU.

The logic is like this:
Arena generates quality data → PoQ turns quality into verifiable signals → Gateway selects models based on those signals.

4⃣ My take
The reason DGrid proposed that AI infrastructure must be rebuilt—what they said last year—is even more true today than it was back then.
After AI moves from demos into agents and real workflows, cost, verifiability, and trust become the three most important things.

But I want to remind you:
Right now, the revenue structure and TGE are strongly linked—most of what members buy is, in fact, tied to token expectations.

One thing to watch is whether, after token issuance, the Gateway’s usage volume can actually support this whole narrative.

Project website: https://t.co/khLqZUSfC6

This post is only my personal view and does not constitute investment advice.

#DGrid #AI #Web3

I like using @Backpack for another reason: I feel like I’m not very far from the project team.

If there’s any issue, you can contact the project team directly—you don’t need to go up through layer after layer of channels.

This likely means the project team has a flat enough setup, so users’ problems can be passed directly to the team’s attention.

.@42space's seed gameplay really can make money.

I invested 5u and earned 14.9u, and I spent 50 tickets. Those 50 tickets can be obtained for free in a “by talking” way.

The odds are actually quite good; it’s just that the amount you invest is too small—at most you can invest 5u.

My personal suggestion is to increase the investment amount a bit, so when you make money you can earn more, haha.

If you haven’t participated yet, you can consider joining: https://t.co/QDFC7uvx2N

What should you do after your wallet gets stolen?

First, determine what kind of theft this is. People often message me saying their wallet was stolen.

My conclusion up front:
In most cases, don’t use that address again. Just start fresh with a new account and move on. Spend the time figuring out the cause—it’s much more useful than obsessing over the old address.

But before you restart, there are a few steps you must not mix up.

1⃣ First step: figure out whether it was passive or active.
Passive means you didn’t do anything wrong.
For example, the money was in a certain DeFi pool, and the project was hacked; or back in the early days, a fingerprint/browser extension had a vulnerability, and your information leaked and was taken by hackers.
For this type, search the news first—see whether a particular project or team had an incident that day, and whether you happened to participate. It usually lines up.

This type of impact is actually not that big.
If the hacked thing is the project’s pool, your own wallet is still safe and you can keep using it.
At least there’s someone to blame—you know where the problem came from, so you don’t have to be constantly worried about getting hacked again.

Active is the troublesome one.
Private keys or seed phrases were leaked, or you clicked a phishing link, or you approved a contract that carried malware.
If you don’t figure out the reason, swapping to a new address will still get you stolen from.

Active theft can be split into two more types:
One is that the seed phrase was taken in some unnoticeable moment long ago—this one is the hardest to detect.
The other is that you just clicked a website and signed an authorization; things typically happen within about an hour. In that case, you usually have some clue in your mind—for example, you clicked on a fake account impersonating someone on Twitter.

2⃣ Check whether the stolen assets are native tokens or non-native tokens.
This step is what I think is the most important.

Pure authorization phishing usually can only move non-native assets—meaning ERC20 tokens and NFTs.

But if you also find native tokens are gone, it means the hacker obtained the wallet’s highest level of control—basically your private key or seed phrase has already been leaked.
At that point, the wallet is completely done; there’s no point trying to rescue it.

3⃣ Collect evidence.
You need to figure out two things: how you were attacked, and where the money went.

To follow the funds, I usually use a visual on-chain analytics site: https://t.co/dPY17Om9ui

It supports ETH, BSC, Polygon, etc., so you can trace across the full chain.
Paste in the address and it will generate a tree diagram showing where this address’s funds came from—whether it was bridged in or came from Uniswap—and then where it went next.
You can keep clicking deeper into each layer, tracing downward step by step.

I actually used this site originally when farming rewards, to see whether there were any on-chain connections between my addresses and to estimate whether I might be flagged as a sybil.
It works just as well for investigating stolen funds.

4⃣ After you analyze the cause, take a calmer mindset.
Sometimes the final answer is an off-chain problem.
I
Once a friend of mine who was setting up a work studio spent a long time checking on-chain, looking in every direction, and found nothing.
In the end, the conclusion was that he wrote his seed phrase in a small notebook and put it in a drawer, and at some point someone secretly copied it.
In this situation, you can’t see it at all on-chain. And if he doesn’t change that record habit, even switching to ten new accounts would still lead to the same theft.

There are also cases where investigating doesn’t help.
I was stolen once myself. Early on, the project generated an address for me while I was playing runner sneaker games. Later it was confirmed that in that batch the algorithm used to generate seed phrases had a flaw, and the seed phrases had already been leaked online.

So I’ve always recommended that if you have a large amount of funds, use a cold wallet.
Centralized exchanges aren’t absolutely safe either—both risks exist: being hacked and shutting down.

5⃣ For everyday users, there are really only two things you can do:
First, periodically revoke authorizations.
Open the authorization management in your OKX wallet. It will flag malicious addresses, fraudulent contracts, and authorizations that haven’t been used for a long time, and you can review everything across the chain.
I personally have accumulated a lot of authorizations in my wallet, and I usually revoke a batch when gas is cheap.

Second, install a tool that can recognize phishing sites. OKX wallet and GoPlus can both do this. When you open a problematic site, it will show a warning prompt in advance.
It only lowers the probability, but the cost is very low.

One last thing:
Hackers aren’t actually as amazing as everyone thinks.
Directly breaking into a well-managed private key isn’t easy. The most important thing is to keep working on improving your security awareness.

What should you do after your wallet is stolen? Timing order is the key—most people get the first step wrong. https://t.co/oX6rD3I3TF

It’s not really easy to make a living from full-time scalping right now. Actually, it’s not that there are no opportunities in the crypto space.

It’s just that the opportunities have shifted from on-chain to off-chain.

This off-chain includes: CEX, creators, AI, “mouth scalping,” and internal community events, etc.

Seeing this news and combining it with how recently many friends’ Alipay accounts have had their limits restricted.

You can actually tell that the U Card still has an enormous amount of room for growth.

But there are also clearly two problems with the U Card:

1️⃣ Most U cards don’t last long. It’s very rare to find a U card that is stable, long-term, and genuinely easy to use.

2️⃣ The amount of money available on the U Card is still limited. Regular spending is generally fine, but for large amounts it won’t work.

Once these two issues are resolved, the usage of the U Card is likely to increase by several multiples.

There haven’t been many new market hotspots lately, and when I was scrolling through @predictdotfun, I found myself returning to some more traditional sectors as well, like politics and crypto.

Overall, my personal view is that prediction markets might be at the point where, in another month or two, it’s worth considering token issuance.

Many projects need KYC, no problem—but many projects simply won’t properly handle the KYC data they receive.

Even big companies can have information leaks; small projects are even more likely to.

Especially in the crypto space, many “three-nothing” projects require KYC right away—who knows, the data might leak someday.

.@axisrobotics’s task feels too hard for me—I’m too clumsy at this😭

Even though I posted a tutorial on how to operate it, after doing so many tasks I still feel there’s some difficulty.

If you have to play on multiple accounts… I can’t even imagine how painful that would be. https://t.co/O8Ml8LyRDf

Plasma U (U卡) used for a full month—sharing details on the actual charges, exchange-rate losses, and chargeback records. https://t.co/QbssUqX7dt