QuantsAndCats

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Backtest factors during the day, unwind with cats at night. Sharing some simple and reproducible strategy ideas—no mystification.
On-chain transfers become admissible evidence in court—this case has truly shown Bitcoin’s transparency to the fullest. A 24-month prison sentence isn’t considered heavy, but it has tolled a bell as a warning for all gray-area operations.
BTC0.67%
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CoinNetwork
CryptoWorld News reports that according to a recent ruling by a court in northern Netherlands, Bitcoin wallet addresses and on-chain transaction records were included as evidence in a case of fraud and data selling.
Police had paid 200 euros worth of BTC to the wallet address provided by the suspect to purchase potential victim information data, and subsequently received a related Excel file.
The court ultimately sentenced the defendant to 24 months in prison.
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Being taught a lesson about high-level short positions, this unrealized loss is really painful to watch.
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CoinNetwork
CryptoNews reports that the unrealized loss on the short positions of MU, a trader who shorts at higher prices, has widened. The profit and loss has expanded from -4,977,529.86 USDT (-77.10%) to -6,012,795.26 USDT (-101.40%). Its average price is $774.99, the current coin price is $1,131.60, the liquidation price is $1,412.65, and the position size is $19,079,907.60. MU previously was the largest short seller in the ZEC market; recently, in the U.S. stock market, he has favored placing short orders at higher levels, earning more than $48 million in the past six months.
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PGIM's forecast is quite aggressive: three rate hikes followed by three rate cuts, with the 2027 interest rate anchored at 3.375%. The Federal Reserve's credibility battle is playing out well.
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CoinNetwork
CryptoWorld News, U.S. asset management firm PGIM expects the Federal Reserve to raise interest rates three times this year to curb overheating in the economy, and to reverse rate hikes in 2027. PGIM states that the U.S. economy is "exceptionally strong" and inflation remains high, requiring new strategies. Considering that the Federal Reserve has failed to achieve the 2% target for five consecutive years, PGIM believes that rate hikes will enhance the Fed's credibility and anchor inflation expectations. Additionally, PGIM predicts that the Fed will cut rates three times in 2027, with the final interest rate falling to 3.375%, below the current rate, possibly approaching a neutral rate.
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17 million tokens dumped, tumbling 50%—SIREN’s plot is even more melodramatic than a Korean drama. When will they cast the net next?
SIREN8.81%
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WuSaidBlockchainW
Wu said that, according to on-chain analyst Yu Jin's monitoring, the suspected controlling address of SIREN has sold approximately 17 million SIREN tokens through multiple on-chain addresses within the past 2 hours, worth about 6.75 million USD, causing SIREN to drop over 50% in a short period, from $0.47 to approximately $0.23. Yu Jin stated that the related addresses are suspected to control at least 94% of the total tokens and have carried out four rounds of such "long and short double kill" operations since February.
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Strictly follow the trading plan, take profit on this 15% gain in $VELODROME, discipline is more important than prediction.
VELODROME-2.76%
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MarcusCorvinus
$VELODROME is dumping exactly as anticipated.
The bearish setup played out perfectly, with all mentioned targets successfully reached. Traders who followed the plan have already secured around 15% profit from this move.
A great example of patience, discipline, and letting the setup work without emotion.
Targets achieved. Profits secured. On to the next opportunity.
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Anthropic has an 83% chance of going public first, while OpenAI secretly files for an IPO but falls behind—this plot twist is quite interesting.
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CoinNetwork
CryptoWorld News, XBIT DEX prediction market data shows that the probability of Anthropic conducting an IPO before OpenAI by December 31, 2027, has reached 83%, while the probability of OpenAI going public first is only 18%.
OpenAI secretly filed for an IPO in the United States this Monday.
CEO Sam Altman informed employees via internal message on June 10 that the company expects to go public within the next year, but the timeline remains flexible.
If AI technology advances to the recursive self-improvement (RSI) threshold, the IPO may be delayed.
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The flight has resumed, and the roller coaster of the Middle East situation has my heart pounding.
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CoinNetwork
CryptoWorld News reports that the Kuwait Civil Aviation Authority has announced that flights suspended due to the Iran attack have resumed.
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Low leverage short-term cycle still capturing 27% unrealized profit, ETH shorting is textbook.
ETH1.79%
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CoinNetwork
CryptoWorld News: The floating profit of the ETH short position on pension-USDT.ETH has expanded to $9,015,786.02, a 27.16% increase.
The average price for this address is $1,810.16, the current price is $1,659.90, the liquidation price is $2,380.15, and the position size is $99,594,000.00.
This whale often profits through swing trading, using a strategy of low leverage and short cycles (average holding about 20 hours), mainly trading BTC and ETH.
Since October, the total profit has exceeded $20 million.
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Today I reviewed a DAO proposal, which on the surface is about "optimizing the treasury/incentives," but it actually seems more like a reshuffling of power: who can access ongoing budgets, who can define KPIs, who has the authority to change parameters. Honestly, voting isn't about "right or wrong," but about "who will have the final say in the future." When I look at proposals now, I first check two things: where the money flows (one-time or long-term), and how permissions are granted (multi-signature, revocable, time lock). Recently, there’s been a bunch of AI Agents/auto-trading accounts sh
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2.96 liquidation price, current price 0.11, how many times leverage is that? The only one I respect for playing this way is him.
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CoinNetwork
CryptoWorld News: FARTCOIN opened a new short position of 9,123,699.90 coins at an entry price of $0.11, with the current coin price also at $0.11, and a liquidation price of $2.96, with a position size of approximately $1,005,979.15. This address shorted ZEC when it was at $184, previously experiencing a floating loss of $21 million, but later turned profitable, recently becoming the largest long position in the S&P 500, with a scale exceeding $70 million.
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MGBX has launched three new perpetual contracts. The June 2026 play is worth keeping an eye on—btw, the liquidity for BTW/EWT/LLY is coming.
BTW-15.50%
EWT1.04%
LLY7.23%
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CoinNetwork
CryptoWorld News: MGBX will officially launch perpetual contract trading pairs for btwusdt, ewtusdt, and llyusdt at 18:00 (SGT) on 2026-06-05. Trading will open at 2026-06-05 18:00:00 (SGT).
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Google Gemma 4 12B—this move is really on point. The encoder-free architecture + OpenAI API compatibility, with Continue and Aider directly connected locally—the springtime for consumer-grade hardware.
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CoinNetwork
CoinWorld News: Google has released the 12B version of Gemma 4, which is the first new model specification added to the Gemma 4 family since it launched in April this year. The new version targets consumer-grade local computer deployment scenarios, with a focus on deploying multimodal agents on laptops with 16GB of memory. Gemma 4 12B uses a unified encoder-free multimodal architecture and supports text and image inputs. Google has also upgraded the litert-lm local inference tool in parallel, adding an OpenAI API-compatible service mode, so developers can directly connect tools such as continue, aider, and open webui to the locally running Gemma 4 12B without relying on cloud-based models. This update is not an upgrade to a new generation of model, but an expansion of the product line.
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These days, there's been more arguing in the group about whether the extreme funding rate is about to reverse or if the bubble will continue to be squeezed. I'm actually more worried about another small issue: contract/wallet authorization to DApps can accidentally become "unlimited." To put it simply, you might think you're just confirming to open a position, but in reality, you're giving away long-term permission to transfer a certain token in your wallet. Later, if the other party's contract has issues or the front end gets malware, you might wake up and find something wrong. In fact, revok
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These past few days I’ve seen a bunch of narratives about AI Agents plus on-chain interactions, hyping it as “we won’t need humans anymore”… I’m a pretty straightforward, cautious type of person: automate as much as possible, but some steps still need a human to stand guard—otherwise you’re just outsourcing the risk to luck.
For example, with authorization, no matter how smart the Agent is, it may still cut corners and give you an infinite approve. In plain terms, all it takes is one phishing attempt or one fake contract, and you’re in trouble. Another example is parameter boundaries: slippage
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Recently reviewed several DAO proposals, and the more I look, the more I realize that voting is not just "approve/reject"; what’s actually hidden in the proposals are incentive distribution and power structures: who can propose, who can change parameters, whether voting rights are based on tokens or lock-up duration, and even whether "voting has subsidies or not" can influence people to vote, or simply turn voting into a check-in for airdrops... In short, the rules determine where the power lies. Plus, with some regions tightening or loosening regulations on taxes and compliance lately, people
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As sovereign credit starts to be overdrawn, “digital gold” becomes the new safe-haven narrative—Bitwise’s report lays out the numbers clearly: $29 trillion in refinancing pressure by 2026, Japan’s 230% debt-to-GDP ratio—each set of figures is a nod of approval for Bitcoin.
BTC0.67%
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CoinNetwork
Concerns over the debt crisis reignite attention on Bitcoin being undervalued
Bitwise in the new report pointed out that concerns over government debt could increase the undervaluation of Bitcoin. By 2026, public and corporate borrowing is expected to reach approximately $29 trillion, a 17% increase from 2024, with about 78% used for refinancing existing debt. If yields remain high, sovereign debt pressure could push investors toward Bitcoin, especially in the context of Japan's public debt approaching 230% of GDP.
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A $2.5 million small sell order is interpreted as the spring of ETH has arrived; traditional finance's narrative power is still strong.
ETH1.77%
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CoinNetwork
Banking界 News, Standard Chartered Bank's Digital Asset Research Director Geoff Kendrick stated that Strategy's recent sale of a small amount of BTC may indicate that ETH is beginning to outperform BTC. He believes that the key is not the scale of this sale, which is only about $2.5 million, but that Bitcoin treasury companies do not generate income from BTC itself, and in the future, they may need to sell coins or seek financing to cover expenses and debts. Kendrick said that ETH treasury companies can earn income through staking, so they are less likely to sell their underlying assets under financial pressure. He predicts that the ETH/BTC exchange rate will rise from the current approximately 0.028 to 0.04 by the end of the year, meaning ETH could outperform BTC by over 40%.
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I tried a small experiment once: I picked a somewhat trending but not top-tier NFT series, observed the floor price and order book depth for two weeks, and conveniently toggled the royalty fee on/off (mainly based on market defaults and the attitude of a few big sellers), dividing them into two groups for comparison. The result was pretty straightforward— the more "rigid" the royalty, the less stable the floor price might be, but trading volume would noticeably thin out, with the order book like a thin layer of ice, slipping away with a slight rush to sell; the more "loose" the royalty, the mo
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Hundred-billion-level compound library + end-to-end screening, GalaxyVS has taken the infrastructure for new drug development to a new level.
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MarsBitNews
Driving innovation in drug development, artificial intelligence virtual screening platform launched in Tianjin
Mars Finance News, May 30 — The AI virtual screening platform for ultra-large-scale drug discovery — GalaxyVS — was officially launched today.
The platform relies on the new generation Tianhe supercomputing system, targeting nearly one trillion synthesizable compound spaces, and has built an end-to-end technical system covering molecular characterization, vector retrieval, diversity control, affinity re-ranking, and large-scale task scheduling, providing a high-efficiency, high-precision, scalable new foundational platform for innovative drug development.
(Xinhua News Agency)
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Robinhood’s moves this time are pretty solid—Canada’s market has been taken care of as well.
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BlockBeatNews
Robinhood completes acquisition of WonderFi for $180 million, entering the Canadian crypto market
BlockBeats reports that Robinhood has acquired the Canadian digital asset company WonderFi for $180 million and officially entered the Canada crypto market. WonderFi owns Bitbuy and Coinsquare. After the acquisition is completed, it will be integrated into Robinhood, and relevant users will be invited to continue using the Robinhood App. Robinhood said that there are more than one million non-U.S. fund clients, about 30% of whom come from WonderFi, and it will continue to strengthen cooperation with local Canadian institutions to expand its institutional business.
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