YieldNotYell

vip
Age 0.2 Year
Peak Tier 0
Not one to shout signals, I prefer crunching the numbers—profits never come from a loud voice. I study interest rates, restaking, and risk premiums, writing plainly without trying to please anyone.
These days, I've been discussing on-chain privacy and compliance boundaries. To put it simply, ordinary users shouldn't expect to be "completely anonymous and freely move between fiat and crypto." On-chain records are inherently traceable; no matter how many tools you use, you're just increasing the cost of association, not eliminating it. If you’re really targeted, it will most likely come down to the exchange/KYC process in the end. My expectations have always been low: privacy is about reducing the chance of being watched by outsiders, not a get-out-of-jail-free card.
By the way, looking at
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Fei-Fei Li has now broken the world model into a renderer, a simulator, and a planner.
Marble can already generate both visuals and collision meshes from a single model.
This “boundary fusion” direction is even more tantalizing—and more fun—than an end-to-end black box.
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CoinNetwork
Fei-Fei Li redefines the world model: physical simulation is the ultimate of spatial intelligence
Fei-Fei Li first proposed the physical framework and approach of the world model on Substack, emphasizing that the model must learn the spatiotemporal statistical structure rather than being composed solely of text. The framework divides the world model into three components: renderer, simulator, and planner, believing that a simulator capable of predicting physical feedback serves as a bridge between perception and action. In the future, the boundaries among the three will merge into a unified world model. Marble, as an early example, outputs both rendered images and collision meshes with a single model, demonstrating boundary fusion.
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I look at whether the project is working seriously, not just listening to them talk about how grand the milestones are, but first checking how the treasury funds are spent: whether they are continuously paying for development, security audits, infrastructure—things that are "invisible but necessary"—or if they are just throwing money into the market, boosting exposure, holding conferences... The more "impressive" the money looks spent, the more guilty I feel. The same goes for milestones—frankly, don’t just give a PPT version of the roadmap; it’s best if it aligns with on-chain/repository/deli
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Did you see that? The AI arms race has shifted from models to data centers, and Europe also wants to have its own computing infrastructure.
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MeNews
Argentum AI signs $2.5 billion data center agreement with cloud computing companies and real estate firms
According to AIMPACT on May 16, Argentum AI signed an approximately $2.5 billion agreement with Boosteroid and DL Invest Group to build a 300-megawatt data center in Europe, deploying GPU infrastructure, and will use tens of thousands of next-generation GPUs (including Nvidia Blackwell) in the future. The project will become one of the largest independent AI infrastructure facilities in Europe, reflecting the technology industry's acceleration in establishing independent providers to meet the surge in AI computing power.
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These past few days, everyone has been arguing about whether "on-chain data" indicates a reversal or if the market is still just a bubble. But I'm actually more concerned about a small thing: what you see on-chain might also be a "delayed on-chain." Nodes are out of sync, RPC rate-limiting or switching routes, indexers queuing for rebuilds... For the same transaction, some people already see it on their page, some are still stuck on the previous block, and some even see the status jump back and forth between success and failure. To put it simply, you're not looking at the chain itself; you're
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The past six months have seen chaos in the AI industry—everything was turned into “making a fuss.” Now, the focus has finally shifted to implementation: this combo of models + orchestration + tools + runtime is bringing enterprises a real productivity revolution.
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BlockBeatNews
Jensen Huang wraps up: Vera CPU orders set NVIDIA's fastest product launch record in history, "Everything has changed in the past six months"
At the conclusion of GTC Taipei 2026, Jensen Huang stated that Vera CPU orders set a record for the fastest and most successful launch in history; NVIDIA is transforming from a GPU company into an infrastructure company, helping customers maximize revenue and profit. He pointed out that everything has changed in the past six months, with the landing of Agents and the integration of cutting-edge models enabling AI to perform truly useful work, and the "model + orchestration engine + tool skills + runtime" Agent computing paradigm becoming the universal standard for the next decade, applied in the cloud, enterprise, PC, robotics, autonomous driving, satellites, base stations, and factories.
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CryptoQuant's data has always been accurate; the most intense surges often occur after liquidity dries up. Manage your positions well.
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CoinNetwork
CryptoQuant news, CryptoQuant analyst Maartunn warns that after a 114-day consolidation period, Bitcoin is expected to experience 10% to 20% volatility this week. The analysis indicates that the volatility compression on the current Bitcoin price chart has reached a historic low, and market liquidity is severely lacking, which could lead to rapid price swings.
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Lately, I keep seeing people staring at whale addresses and wanting to copy their trades. To be honest, you need to first figure out whether they are building a position or hedging; otherwise, following along and buying in might just expose you to their risk. On-chain tagging/data tools have also been criticized recently for being laggy and still susceptible to "staging," and I believe it: change the address, split it into several parts, and what you see is already the second half of the script.
I personally view whale movements mostly as a mood thermometer: whether the same source of funds is
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Stopping losses is really like a breakup, dragging it out without deleting or blocking, thinking that if you wait a little longer, you can go back to how things were before. As a result, you're paying "interest" every day—emotional interest, opportunity interest, capital interest—the longer you drag it out, the more expensive it gets. Honestly, admitting defeat hurts for a moment, but it passes; enduring it is a slow torture.
These days, the group is again discussing stablecoin regulation, reserve audits, and various "de-pegging" rumors. I see that everyone isn't really discussing data; they'r
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The CFTC didn't play hardball this time; they directly approved Kalshi's Bitcoin perpetual contracts and even welcomed more asset classes to apply—another layer of the wall between traditional finance and crypto has been lowered.
KALSHI-4.5%
BTC-7.23%
MeNews
CFTC approves Kalshi to list Bitcoin perpetual contracts BTCPERP
The U.S. CFTC approves KalshiEX to list BTCPERP perpetual contracts, based on Bitcoin spot prices, for futures trading. Kalshi submitted the application in accordance with CFTC Rule 40.3, and after review, the CFTC determined it complies with the Commodity Exchange Act and related regulations. The CFTC noted that perpetual contracts are not suitable for all asset classes and encouraged submissions for approval regarding other asset categories. Source: Foresight News
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Recently, I’ve seen the secondary market pushing down royalties more and more to compete for liquidity, with creators both "asking for a living" and being told "that's just how the market is." Frankly, royalties are essentially discounted cash flow; if the secondary market cuts them off, works become more like one-time sales, and the remaining valuation relies entirely on emotion and narrative, collapsing even faster once the hype fades.
Should royalties be mandatory?
I think making them mandatory won't save much; the key is to have a revenue-sharing mechanism and transparent ledger that bot
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Guangzhou’s latest “15th Five-Year Plan” directly bets on the localization of domestic AI computing power—both EDA and advanced process technologies are on the agenda, making the hard-tech route increasingly clear.
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CoinNetwork
CoinWorld News, Guangzhou has released the "15th Five-Year Plan Outline for National Economic and Social Development," which proposes key breakthroughs in domestically produced artificial intelligence computing power chips adaptation and heterogeneous computing power dynamic scheduling technology, and aims to build an independent and controllable intelligent computing center architecture. The plan also promotes the development of key technologies for vertical large models, accelerates breakthroughs in key technologies in embodied intelligence and intelligent unmanned systems such as multi-modal perception of robots, bionic dexterous hands, and autonomous learning and decision-making, and supports the research and development of technologies and product breakthroughs in intelligent sensors and electronic design automation (EDA) design simulation tools, core materials, advanced processes, and key equipment.
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DXY broke 99, this depreciation pace is a bit interesting
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MarsBitNews
The US Dollar Index DXY once touched 99, down 0.23% intraday
Mars Finance News: According to Gate Market Data, the US Dollar Index DXY briefly touched 99, with a daily decline of 0.23%.
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A 3% drop in 24 hours is called volatility in the crypto world, a crash in traditional finance, and just daily life here.
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MeNews
ETH is currently priced at $2,368.78, with a 24-hour decline of 3.0%.
ME News Message, April 18 (UTC+8), according to CoinMarketCap market data, ETH is currently priced at $2368.78, with a 24H drop of 3.0%. (Source: CoinMarketCap)
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Anchoring to the Korean Won and focusing on on-chain payments—Aptos’ push in the Asia-Pacific region is becoming increasingly tangible; KRW1 is worth keeping an eye on
APT-15.12%
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MeNews
Aptos will launch its first Korean won stablecoin KRW1, promoting on-chain payment deployment in South Korea
ME News Update, May 16 (UTC+8), Aptos Labs announced that the world's first Korean won-pegged stablecoin, KRW1, will be launched on the Aptos network. This stablecoin is issued by BDACS Korea, aiming to promote on-chain payments and digital commerce applications in Korea and the broader region. Aptos
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Right now, these task platforms are really getting ridiculous, doing tasks is increasingly like clocking in at a job: daily check-ins, posting tweets, joining groups, filling out forms, and in the end, being judged by an opaque "score." Of course, witches should be cautious, but honestly, many rules are just raising the barriers, filtering out those who don't have enough time, leaving only the most dedicated... And then everyone starts competing with multiple accounts, scripts, which makes it more like witchcraft.
Recently, a bunch of AI Agents and automated trading narratives have come out, h
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Recently, I saw a bunch of people watching on-chain large transfers, exchange hot and cold wallet movements, and then concluding with "smart money is here"... Basically, address profiling is mostly just a "clue," not "evidence."
Many tags are based on clustering and behavior patterns: the same batch of gas, the same signing habits, the same fund flow, can indeed piece together a bunch of addresses to look like "the same person/organization," but it's also easy to lump together different people involved in custody, market making, arbitrage, or multi-signature wallets into a single "whale."
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If Anthropic's 30 billion actually materializes, VC wallets are probably going to be drained by AI, leaving not many crumbs for other sectors.
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MeNews
Anthropic is seeking to raise an additional $30 billion in financing
AIMPACT News, May 15 (UTC+8), according to The Wall Street Journal, Anthropic is seeking to raise $30 billion in refinancing, with the artificial intelligence laboratory absorbing most of the venture capital funds. (Jin10) (Source: BlockBeats)
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Today I saw someone show off "on-chain arbitrage" again, honestly many times you think you're catching the price difference, but you're actually just a fee ATM for sandwich bots. Especially when you rush in and the slippage kicks in, the next second the transaction price feels like it was pushed from behind... When my mindset was at its worst, I really wanted to just exit immediately and uninstall all my wallet plugins to avoid being educated. Later I held back: split the trades into smaller parts, set limit orders, avoid chasing if possible, taking it slow actually results in fewer hits. Rece
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