Goodbye to the 'Rich Man's Game'! How fair is Dusk's SBA consensus mechanism?
Hello, babies! I am Clem. Today is January 13, 2026. Recently, with the fluctuations in Dusk's price, I know many babies are feeling anxious. Is the technology really that strong? Could it be the next scam project? When judging a public blockchain, don't just look at how aggressively it pumps. You need to look at its heart — the consensus mechanism. First, let's clarify history: what were the issues with the first two generations of public blockchains? Let's briefly review the evolutionary path of consensus mechanisms: First generation: PoW (Bitcoin) It's a competition of computing power Whoever has more mining machines is closer to consensus power Result:
Don't understand the code? No problem! Let the 'Sudoku' game help you understand the core black technology of Walrus.
Hello, babies! I am Clem. Many babies start to feel a headache when they hear "two-dimensional erasure codes" and "linear algebra," and their hands are already on the 'scroll away' button. Don't leave yet, really don't leave. Because This is exactly the core secret that allows Walrus to crush many storage projects. Today Clem won't talk about formulas, derivations, or mathematical proofs. We only play with something everyone understands: Crossword / Sudoku I guarantee that after you finish watching, you'll only say one sentence: "So it can be designed like this?" 1. The traditional clumsy method: one-dimensional 'stand in line properly' First, look at the previous mainstream solutions (like Reed-Solomon).
Can you prove you are a good person without looking at the ID? Dusk's 'zero-knowledge' magic teaching
Hello, everyone! I am Clem. In the previous article, we mentioned: The reason why institutional funds are delayed in going on-chain is not because there is a lack of money, but because they are firmly stuck by the two obstacles of 'privacy' and 'compliance'. Today, we will break down that key itself— Zero-Knowledge Proof (ZK). Many people, upon hearing ZK, have a reflex response: 'It's too mathematical, I don't understand.' Don't worry, today we won't discuss formulas, only logic. As long as you understand this layer, you will realize: Why Dusk's moat is not a PPT, but mathematics. First, let’s understand one thing: ZK verifies 'truth', not 'data'.
Why doesn't lisUSD depeg? Unveiling ListaDAO's 'three lines of defense'
Hello babies! I am clem In the crypto world, there is a fear called 'Depeg Phobia'. Since the collapse of UST back in the day, everyone starts to panic when stablecoins drop slightly below 0.99, fearing that their U will turn into worthless paper. Since ListaDAO has launched the 'Destablecoin' lisUSD, the most pressing question everyone has is: 'I have a question, is it really stable? What if it drops?' Emmm... In fact, the engineers at ListaDAO are even more afraid of death than we are. To maintain the $1 iron bottom, they designed a textbook-level 'multi-layered defense strategy'.
Don't treat Walrus as a cloud storage! It's the "smart brain" of Web3 data.
Hello, babies! I am Clem. In the previous article, we said that Walrus is a big warehouse. But many babies will immediately ask: "Clem, then what's the difference with Baidu Cloud? Isn't it just for storing things?" The difference is huge. Baidu Cloud is **"dead"**. You throw files in, and it just quietly stays there, Besides "download / delete / renew", it can't do anything else. Walrus is alive. Because it's not an ordinary warehouse, but a— A warehouse that can be controlled by smart contracts. 1. What is "programmable storage"? (Smart warehouse version)
Imagine running naked on the street... this is the current blockchain
Hello, babies! 👋 I am Clem. It is already the year 2026. RWA (real assets on chain) is being shouted everywhere, but let's calmly ask: Apart from stablecoins like USDT, Have you really seen how many large company stocks and bonds are circulating on the chain in large quantities? The answer is: almost none. Where is the problem? It's not that blockchain technology doesn't work, but — The current mainstream blockchain is too transparent. 1. The real dilemma for institutions: I don't want to 'run naked' Let's think from another perspective. Imagine you are a fund manager at BlackRock,
No More Confusing Accounts! In-depth Analysis of ListaDAO's 'Mathematical Magic' and Practical Computing Power
Hello babies! 👋 In DeFi, there are only two types of people who make money: those who are lucky and those who are accurate. Luck is uncontrollable, but accuracy can be learned. The white paper of ListaDAO hides many 'money-making formulas', and today Clem will help you break down these complex terms into tangible 'ledgers'. 1. In-depth Breakdown of slisBNB: It is not a token; it is an 'automatic compounding machine'. Original Review: Exchange rate = Total Staked BNB + Accumulated Rewards slisBNB Total Supply Exchange rate = slisBNB Total Supply Total Staked BNB + Accumulated Rewards Clem's In-depth Analysis:
Mainnet Launch Review: What the Heck is DuskEVM? (With Mobile Verification Tutorial)
Hello, babes! 👋 I am Clem. Last time we talked about Dusk wanting to create a 'compliance financial special zone'. Just a few days ago, on January 7, 2026, the doors to this special zone were wide open - DuskEVM mainnet is live! 🎉 Many friends in the background asked me: 'Clem, isn't EVM something from Ethereum? How does Dusk have EVM too?' Good question! This is precisely where Dusk shines. First, what is DuskEVM? (Plain language version) In one sentence: DuskEVM = a 'use it freely' card for developers worldwide. What was the previous problem? Dusk's underlying technology is great but not user-friendly: zero-knowledge proof (ZK), custom execution environment, Rust + circuit thinking… If you want to develop applications on it, you have to be: a blockchain engineer + a cryptography expert + a math genius. This is too high a barrier for the ecosystem!
Web3's 'Memory Crisis'! Why Can't Ethereum Store Your Photos?
Hello, everyone! I'm Clem. Before diving into Walrus, let me ask you a tough question: Did you know the small image NFT you paid a high price for isn't actually on the blockchain? Yes, the vast majority of NFTs store only a 'signpost' (like a URL) on the blockchain. The real images, videos, and model files are often stored on the project team's servers, IPFS Pin services, or even AWS. Once the project team disappears, the server goes offline, or the Pin service isn't renewed— The NFT you own worth hundreds of thousands of dollars could instantly degrade into a blank piece of paper with a **'404 Not Found'** error.
Stop playing with vaporware! In 2026, Dusk will take you through the 'compliance gate' to real assets!
Hi everyone! I'm your Clem. If you haven't heard of RWA (Real World Assets) by now, I have to be honest: You're not missing out—you're being left behind by the accelerating tide of time. A couple of days ago, the DuskEVM mainnet officially launched (January 7th), and the Binance Square has been in an uproar. But Clem took a look around and found a major misunderstanding: Many people are still treating Dusk as a 'privacy coin' for speculation. A big mistake. Dusk's goal has never been to become a 'more private Bitcoin'. What it truly targets are Nasdaq, LSE, government bonds, stocks, funds, and more
APRO's 'Thousand-Mile Eye' - How Real Data Off-Chain Runs On-Chain?
Hello babies! 👋 Do you remember we talked about the principle of APRO and that economic model that makes money grow in our previous article? Today, we are going to discuss a deeper question. You think about it, blockchain is actually quite 'autistic.' It only knows how many coins have been transferred on the chain, but it has no idea what is happening in the off-chain world. For example: Has that cargo ship actually arrived at the port? Does that company's bank account actually have the money? If APRO doesn't know these things, how can its PayFi payments be confirmed? This involves our protagonist today - data sources (Data Source) and the oracle mechanism.
APRO's Economic Model and Value Capture—How It Makes Money 'Flow'?
Hello, babies! 👋 In the last episode, we talked about the magical principles of APRO and saw how it shines in RWA (real-world assets). Many babies privately messaged me asking, 'I understand the reasoning, and the technology is cool, but... what does this have to do with the coins I hold?' Good question! This leads us to our most critical lesson—economic model (Tokenomics). Although the term 'model' sounds like a nightmare from a math textbook (Every time I see the formulas, I go bald, emmm), it simply refers to the 'hematopoietic system' of this project. If a project only has technology without a good economic model, it's like a sports car without fuel; it won't go far.
Holding onto a 'Nokia' as a treasure, this bull market will still suffer losses!
Baby, has your account balance dropped again? Watching you hit another margin call really doesn't feel good. Baby, you usually compare prices when buying groceries. Why do you seem like a different person when you enter the crypto space and make mistakes? Asset Shrinkage ⚠️Current Status: Extremely Dangerous Core Diagnosis Cause: Superstitious about 'Old Relics', rejecting new technology. Prescription: Throw away the broken Nokia and embrace smartphones (like APRO). Why Old Projects are 'Dead Tigers' Old Project (Oracle) Working Method: Relying on 'Human Wave Tactics', with a large number of nodes voting to take the average. Speed: Taking forever to produce results.
Still rushing for memes? The next round of wealth reshuffling depends on who can bring the 'house' onto the chain.
Last night, a baby in the background complained to me, saying they used their hard-earned 5wu to rush into the latest Meme coin, took a nap, and it went straight to zero. I sighed inwardly after hearing this, but to be honest, I don't sympathize. Why? Because you are gambling, while those people on Wall Street are working on infrastructure. If you're still fixated on those coins that have only code and no value, I dare bet that in the next bull market, you'll still be just a spectator. The cruelest thing in this world is not that you have no money, but that the opportunity is right in front of you, and you still think it's a scam. Today, let's chat and see about that track that is happening and is the only one that can turn your fortunes around: RWA (Real World Assets).
APRO — Breaking the Island, Introducing 'Real' Wisdom to the Blockchain World
Abstract: Why do we need to pay attention to Oracles? On the eve of the RWA and AI narrative explosion, APRO is trying to connect the on-chain and off-chain value worlds in a smarter and more flexible way. Hello everyone.☕️ In the cryptocurrency market, we are accustomed to chasing the fluctuations of K-lines, but often overlook the 'infrastructure' that supports these fluctuations. Today, I want to deeply dissect a project that quietly paves the way at the bottom of the industry, yet is crucial — APRO Oracle (APRO Oracle). If you have a slight understanding of blockchain, you will know that blockchain is essentially a secure 'island'. The Bitcoin network does not know today's Tesla stock price, and Ethereum does not know the current weather in London. In order for on-chain smart contracts to handle real-world business, we need a 'connector', and that is the Oracle.
Every time I learn new knowledge, it feels like I am a Muggle, I need magic, really!
Today I saw a new report, in fact, the concept of payfi is not new, the problems it wants to solve can also be addressed by traditional finance, but the speed is too slow, and the efficiency is too clunky, and the flow of funds cannot become active. For example, accounts receivable, corporate financing, a large amount of capital is locked up as collateral.
In this case, the liquidity of funds is naturally difficult, including many assessments, which are very cumbersome, and in the verification process, everything must be locked.
Among them, a very important thing about currency is wasted—time value. When large amounts of capital are pledged and cannot be used, then during this period, the currency becomes useless. If there is interest, that is also a future matter; the present is extremely scarce.
Payfi advocates "buy now pay never," the funds are still pledged, but the interest you generate in the future will offset your current expenses. It is the same scenario, but the current flow of funds becomes active.
People also have more capital.
That’s the idea, right? Emmm
The problem that payfi wants to solve is to use better technology and more transparent and faster means to address it. People always need to find a better way to move forward.
Speaking of chain selection, HUMA was initially based on EVM as a smart contract and launched on the Polygon chain. One reason is that at the time, Polygon's ecosystem was developing rapidly and was very large. But later, as everyone knows, Polygon ultimately couldn't handle all that overwhelming wealth. I remember it was the year before last when Polygon really exploded, and a lot of projects decided to migrate to Polygon. They also launched a new chain, Polygon zkEVM, which was heavily promoted. Unfortunately, it was just too laggy to use.
DeFi is already well-known to everyone, decentralized finance. But what about PayFi? This term might be relatively new. Okay, let’s break it down — 'Pay' means payment. When placed on the blockchain, it upgrades to: using on-chain smart contract technology to integrate payment functions with financial services, realizing a new type of payment financial model. HUMA is one of the earliest projects exploring this integration direction. Saying it is the new favorite in the Web3 field in recent years is not an exaggeration. The project was established in 2022, initially with only four founding members, but in the seed round in February 2023, it secured $3 million in financing; by the end of 2023, the Series A round even reached $12 million, backed by several well-known crypto investment institutions.