VineGeometry

vip
Age 0.2 Year
Peak Tier 0
Likes to view complex systems as structures, and studies protocol incentives and game theory. Has a gentle tone, but strong opinions.
General-purpose GPU running 1T MoE surpasses a thousand tokens; this collaborative design has some real potential.
View Original
CoinNetwork
CoinWorld News, Xiaomi Mimo team and AI compilation optimization system group Tilert announced the launch of Mimo-v2.5-pro-ultraspeed inference mode.
On a single standard 8-card general-purpose GPU node, they successfully achieved an extreme generation speed of over 1,000 tokens/sec on a 1 trillion parameter mixture of experts (MoE) model, with a peak of about 1,200 tokens/sec.
This marks the first time that, without using unconventional hardware such as wafer-level integration or dedicated on-chip SRAM chips, standard general-purpose hardware combined with model-system co-design has broken through the 1 trillion model, thousand-token generation speed.
  • Reward
  • Comment
  • Repost
  • Share
Since February 2017, the lowest, ETH long-term holder profit structure has been completely reshaped, which is often a bottom signal for a new cycle.
ETH5.46%
View Original
CoinNetwork
CryptoWorld News reports that, according to Glassnode data, the proportion of Ethereum (ETH) supply with profits more than 3x has fallen to 11%, the lowest level since February 2017.
  • Reward
  • Comment
  • Repost
  • Share
Whale used 150 million USDT to gamble on ETH not breaking below 1356, and people who leverage up to the maximum can’t stand seeing the candlestick turn green just once.
ETH5.45%
View Original
CoinNetwork
Crypto界 News, according to on-chain analyst Yu Yan's monitoring, a whale bought ETH 20 minutes ago with 24 million USDT.
Over the past day, this address spent a total of $152 million USDT to buy 93,330 ETH, with an average price of $1,633.
Currently, its leveraged lending position is 167.4k ETH (about $261 million), with a liquidation price of $1,356, which is $200 away from the current price.
  • Reward
  • Comment
  • Repost
  • Share
Recently, I've seen people pointing at large on-chain transfers and unusual activity in exchange hot and cold wallets, shouting "Smart money is coming," but honestly, I feel indifferent. Frankly, the "smartness" of many projects isn't in their trading, but in governance: once delegated voting opens, participation rates go up, but the votes gradually accumulate in the hands of a few addresses, eventually resembling a gentle oligarchy, while everyone still thinks they're in a democracy.
Who exactly does governance tokens govern? Looking at the voting results, it seems more like "confirming exist
View Original
  • Reward
  • Comment
  • Repost
  • Share
These days, I see a bunch of people watching whale addresses and trying to follow their trades. To be honest, you need to think clearly first: are they building a position, or are they hedging/protecting? Many "buys" are actually spot buys, futures shorts, or cross-platform transfers. The screenshots look impressive, but the net exposure might not have changed at all. Following in blindly is basically taking on others' volatility.
Recently, AI agents and automated trading have been quite popular. The narratives are flying high, but as on-chain interactions increase, security details become the
View Original
  • Reward
  • Comment
  • Repost
  • Share
I find that I’m much more sensitive to unrealized losses than to unrealized gains. A little extra profit on paper can only make me feel good for a while; when I’m scrolling before bed and I come across it, I even think, “Don’t get carried away.” But the moment there’s an unrealized loss—no matter if it’s just numbers that haven’t been cashed in yet—my brain automatically starts filling in every worst-case branch, like some alarm in the system that keeps blaring. In plain terms, I’m more afraid of “losing” than of “gaining.”
Recently, everyone’s been talking about whether projects will migrate
View Original
  • Reward
  • Comment
  • Repost
  • Share
Lately, when looking at PFP, memberships, and branding stuff, I actually want to "pause" for a moment. To be honest, short-term attention is very easy to buy: changing avatars, posting whitelist, creating some ritualistic sense, and then it’s all over after a lively period; long-term value is more about structural issues—after you come in, whether the protocol/community really makes you "stay" or just "recruit," and whether the incentives push people to do short-term moves.
Layer 2 is also competing in TPS, fees, and subsidies, with heated arguments flying everywhere. I can't help but want to
View Original
  • Reward
  • Comment
  • Repost
  • Share
Lately, watching liquidations has been a bit annoying. To put it simply, many people don’t lose because of the direction—they lose because of those few seconds when the oracle feeds the price. You think you still have some buffer, but in reality, that on-chain price comes late, or it gets stuck in a certain range and doesn’t update, and it’s as if someone quietly slides your chair back a little. By the time you react, you’ve already fallen. Especially when volatility is high, oracle price feed delay means the liquidation line gets “tugged around,” and the health you see may not be the real hea
View Original
  • Reward
  • Comment
  • Repost
  • Share
From CPO to SiPH, the Sivers+GF combo is aiming at a 25 billion market in 2030, and the optical chips used by NVDA in the future may all have to rely on this company's light sources.
NVDA1.22%
View Original
BlockBeatNews
“New Stock God” Serenity says SIVE has once again received a decisive boost, reaching a strategic partnership with GFS to enter the pluggable optical market
BlockBeats reports that Serenity has hinted at a collaboration with a photonics company whose lasers are considered industry standards for CPO, Pluggables, and SiPH, which may benefit AI chipmakers such as NVDA, AVGO, AMD, and MRVL. The community says the company is Serenity’s heavily held stock, Sivers Semiconductors (SIVE). Sivers subsequently announced a strategic cooperation with GlobalFoundries, integrating laser arrays into GF’s silicon photonics platform and the SCALE reference design to support AI datacenter optical interconnects. The goal is to reach a market size of $25 billion by 2030, become the default light source in GF’s silicon photonics ecosystem, and improve bandwidth and energy efficiency.
  • Reward
  • Comment
  • Repost
  • Share
A two-sided double-kill trap— the higher the柱 (pillar), the more惨 it is when you get taken out. Before you enter the market now, first figure out whether you’re fuel or a lighter.
View Original
MarsBitNews
Data: If Bitcoin breaks through $75k, the total liquidation strength of short positions on mainstream centralized exchanges will reach $453 million.
According to Coinglass data, if Bitcoin breaks through $75k, the liquidation strength of mainstream CEX short positions will reach $453 million; if it falls below $72k, the liquidation strength of mainstream CEX long positions will reach $670 million. The liquidation chart does not precisely indicate the number of contracts to be liquidated, but rather shows the liquidation intensity and potential impact at each price level. The taller the column, the greater the liquidity shock when the price reaches that point.
  • Reward
  • Comment
  • Repost
  • Share
I used to be confused too: when spot prices drop, I can't hold, and when futures surge, I want to add more, resulting in either being forced to sell or getting liquidated.
Later, I told myself a simple truth: don't confuse "want to make money" with "can endure."
The amount of volatility you can withstand should match your position size;
for the part you can't handle, don't try to tough it out with your words.
Recently, isn't there a bunch of people watching on-chain large transfers and abnormal wallet movements as "smart money"?
Honestly, that's just information, not a talisman.
It
View Original
  • Reward
  • Comment
  • Repost
  • Share
In the past couple of days, I’ve been looking at a few DAO proposals. On the surface, they’re about “increasing participation,” but on closer inspection, they’re really redrawing the lines of power: who can submit proposals, who can receive subsidies, and whose votes are “cheaper.” A lot of people only focus on the voting results, but I care more about how incentives are embedded into the rules—so that, in the end, it pulls everyone’s behavior toward the same direction. Put simply, a proposal isn’t an opinion; it’s game design.
And about the recent testnet incentives and points setup—everyone’
View Original
  • Reward
  • Comment
  • Repost
  • Share
Total has reached 1.4 billion, XRP spot ETF is attracting funds faster than expected, and institutional allocation logic is gradually becoming clearer.
XRP7.93%
View Original
MeNews
U.S. XRP Spot ETF Daily Total Net Inflow: $11.8794M
According to SoSoValue data, on May 29 in U.S. Eastern Time, the XRP spot ETF recorded a net inflow of $11.8794 million on the day. The Bitwise XRP ETF (XRP) recorded a net inflow of $7.3571 million on the day, for a total of $471 million; the Canary XRP ETF (XRPC) recorded a net inflow of $2.3779 million on the day, for a total of $454 million. As of the time of writing, the total net asset value of the XRP spot ETFs is $112.3 million, with net asset ratio of 1.37%, and cumulative net inflows of $1.423 billion.
  • Reward
  • Comment
  • Repost
  • Share
Farming on GitHub until my eyes feel sore... Recently, some people have been using ETF capital flows and U.S. stock market risk appetite to explain crypto ups and downs. I do take a look too, but honestly, that’s just “external signals.” Whether the protocol is actually reliable still has to be checked by peeking into its internal structure.
For beginners who want to read “credibility,” I usually look at three things first: whether the code repository is actually alive (not just a pile of commits on the token launch day, then everything goes silent afterward), whether the audit report addresse
View Original
  • Reward
  • Comment
  • Repost
  • Share
Jefferies' report sets the tone for the industry: a trillion-dollar market cap in the next five years is not a dream, but the premise is that tokenized assets can truly operate within the compliance framework of traditional finance—stablecoins and RWA are the real challenges.
RWA3.08%
View Original
WuSaidBlockchainW
Wall Street investment bank Jefferies released a report stating that as institutions adopt digital asset infrastructure, a new wave of IPOs related to cryptocurrencies and blockchain is expected to emerge in the next two years, and it is believed that this sector could develop into a $1 trillion public market within five years. Jefferies stated that institutional focus is shifting from Bitcoin price speculation to the application of blockchain in traditional finance, including tokenized money market funds, private credit, stablecoins, tokenized payments, and blockchain settlement systems. (CoinDesk)
  • Reward
  • Comment
  • Repost
  • Share
Last night, I got the itch and placed an order that looked “so tasty” in terms of the spread—only to get schooled by slippage. The pool depth wasn’t really enough. I even split my order into two entries: the first one pushed the price up, and the second one ended up taking an even worse fill. The whole timing was off. Plainly put, I was carried away by the illusion that “I’m half a beat faster than the market.” The more I stared at the order book, the more I felt like I had to prove my read was right—so the easier it became to chase fills. After replaying it, the most basic (and honestly, the
View Original
  • Reward
  • Comment
  • Repost
  • Share
Claude Design this time directly connects the design-to-code loop, and product managers are ecstatic.
View Original
MeNews
Anthropic releases Claude Design, using conversations to generate prototypes, slides, and landing pages
Anthropic launches Claude Design, based on Claude Opus 4.7, targeting Pro/Max/Team/Enterprise, entry at claude.ai/design. By describing requirements in natural language, users can fine-tune through conversation after the initial version and establish a dedicated design system for reuse in future projects. Supports input via text, DOCX/PPTX/XLSX, images, and web scraping, with output that can be shared, exported as PDF/PPTX/HTML, or pushed to Canva, and seamlessly integrated with Claude Code with one click.
  • Reward
  • Comment
  • Repost
  • Share
Validators' votes determine the prediction market; this is a new level of playing the oracle.
View Original
Original content no longer visible
  • Reward
  • Comment
  • Repost
  • Share
I later realized that I can't hold onto spot positions, and my contracts keep getting liquidated. To be honest, it's not that I "don't understand," but that I was too confident in my positions: treating probabilities as certainties. Now I have a simple rule for myself—no matter what happens with any trade, the worst-case scenario won't prevent me from sleeping well and going to work tomorrow. If I can't do that, it means my position size is too large.
Recently, there's been a lot of attention on on-chain large transfers and unusual movements in exchange hot and cold wallets, as people try to s
View Original
  • Reward
  • Comment
  • Repost
  • Share
EURR and USDR double crash, a $2.8 million lesson: don't set the multi-signature threshold too low
View Original
CoinNetwork
Stablr: Euro and US dollar stablecoins lose their peg due to private key leaks
CryptoWorld reports that Stablr's euro (EURR) and US dollar (USDR) stablecoins have lost their peg due to private key leakage.
Attackers exploited a leak of one owner’s private key in a 1-of-3 multi-signature setup, gaining minting permissions and adding a new owner, replacing two legitimate owners, and minted approximately 8.35M USDR and 4.5 million EURR, causing the peg to deviate.
Blockaid points out that the root cause is the private key leak leading to abuse of minting access.
Market shows EURR at nearly $0.908, down over 21% in 24 hours, and USDR also below $1.
  • Reward
  • Comment
  • Repost
  • Share
  • Pinned