A treat for cosplay fans😆, but you’ll need to pull for it. I pulled 3 times.
Prompt below (feel free to share your results):
9:16 vertical, 4K ultra-high definition, realistic CCD photography, cinematic outdoor portrait.
Two adult East Asian women, both over 20:
Left: Mai Shiranui, a delicate, sweet oval face, black high ponytail, white hair accessory, classic red-and-white ninja cosplay outfit, red wrist guards, black waist sash.
Right: Chun-Li, a delicate East Asian face, black hair in two buns, white ribbons, classic blue qipao-style cosplay outfit, gold embellishments, signature spiked wr

What Is Survivorship Bias? Why Can Studying Only Coins That Still Exist Today Overestimate a Strategy’s Returns?

In the cryptocurrency market, some traders select currently popular and actively traded coins for historical backtests, then use the results to judge whether a strategy works. But if they ignore projects that have been delisted, lost liquidity over time, or performed very poorly, the backtest results may be systematically biased. This phenomenon is known as survivorship bias.

First, what is survivorship bias?

It refers to focusing only on objects that still exist or have succeede

$HYPE Today, just one anomaly: price at 74.58, down 11.7% over 7 days, stuck at the bottom—yet volume has been about twice the usual level all along. I hadn’t checked the past couple of days; took a quick look today…and wait, it’s the one making waves elsewhere, and it’s also behind a new on-chain development: an L2 built specifically for arb settlement has moved to HyperEVM, all of uni’s V2, V3, and V4 are live, and gas is settled in HYPE.

Here’s the question: a pile of new things are pouring onto the chain, but the price keeps sliding toward its 7-day low, while volume stays about the same.

Micron is around $734 now. It printed a large bullish candle yesterday and has bottomed.
You can go long at the current price, with a target near 855 and a stop-loss at 645.
Add to your position around 690 to guard against a second test of the lows.
Like Sandisk, nothing has really gone wrong with Micron itself; sentiment and valuation are what got hit. Bank of America maintained its Buy
rating yesterday. Micron also approved a $35.1B buyback in October, and it can start buying as early as December 9. These are all positives.
CPI comes out at 9:30 tonight. If the data isn't bad, this rebound c

3 USDT on your first trade, up to 8,000 USDT https://www.gate.com/campaigns/event/6889?ch=9562&ref=BVIRBA8M&ref_type=132

Whether the Democrats and Republicans are working together to destroy America, or the globalist weapons are brainwashing them, one thing is CLEAR... WE NEED TO FORM "WELL REGULATED MILITIA", LIKE IT SAYS WE HAVE THE RIGHT TO DO IN THE SECOND AMENDMENT!!! FORM MILITIA NOW!!!

$AAVE Current price: 127.05. The first resistance above is the Bollinger middle band at 131.28 (also MA20), while support below is the Bollinger lower band at 126.35. These two levels form this week's bull-bear dividing line. The current price is just $0.7 above the lower band, reflecting a weak structure hugging support.
Using this coin to illustrate a reusable chart-reading method: use the “moving average alignment + RSI position” to judge whether a trend is healthy. A healthy uptrend should see MA5 cross above and hold above MA20, with RSI staying above 50. But currently, $AAVE 's MA5=127.

$BTC Today's market is fluctuating back and forth within a narrow 500-point range. Let's just wait for tonight's CPI release.
#美国10月CPI即将公布

The long from 4089 already has $14 of room. News-driven price action is choppy, and the wick was quickly pulled back. Anyone else follow along?
$ETH $XAU #黄金 #AVAX利好短时上涨6.4%

$BTC This price action looks a lot like the market before past escalations in Middle East tensions—not in terms of price, but in that numb feeling of “the news hasn’t landed yet, so the market is pretending nothing’s happening.” For example, around the escalation of the Iran-Israel conflict in April 2024, BTC first traded sideways near $70,000, while trading volume during the Asian session dropped noticeably. Once the news broke, it quickly pulled back to around $61,000, then recovered as sentiment settled. The early stages of the Israel-Hamas conflict in October 2023 were similar: prices drop

CPI day and bitcoin:native is sitting right on the floor 👀
GM Phantoms. Tuesday bitcoin:native update 👻
📍 $74.8K, 0.2% from the $74.9K support zone
📉 Down 9.3% in 30 days, 40% off the ATH
🔴 Short term: bearish
🔴 Mid term: bearish (flipped since yesterday)
🔴 Long term: bearish
⚠️ US CPI drops at 8:30am ET. Since Jan 2025, bitcoin:native’s daily range has been 26% wider the day before CPI and 10% wider on the day.
Hold the floor or lose it? 👇
Full brief 👇
#Bitcoin #Crypto #CPI #PhantomSignals

A lot of clients have asked me: “Besides cryptocurrencies, can you trade popular US and Hong Kong stocks with leverage or via contracts?”

Well, here you go! Gate stock contracts now offer over 500 assets across the US, Hong Kong, Japan, South Korea, Taiwan, and A-share markets—all in one go! Plus, leverage of up to 75x.

From now on, you can do it all with a single Gate account—no more jumping between platforms. With markets so volatile lately, which stocks are you keeping an eye on?
🔗 https://gate.com/futures/USDT/SNDK_USDT
‍#Gate #TradeFi #股票合约

$BTC Price is once again sandwiched between two liquidation clusters.

However, the cluster below, between $73K and $74K, is the larger one, making it the more likely target for today.

Yesterday, leveraged longs became increasingly aggressive, leaving them vulnerable to another leverage flush.

With market structure still looking weak, I don't see enough reason to favor an upside sweep first.

It's been a long time since I washed my car. After washing it today, I found some stuff on the car's surface that wouldn't come off. Does anyone know what it is and how to clean it off?🤔

What Are ROC Curves and AUC? How Can You Tell Whether a Price-Movement Prediction Model Can Truly Discriminate?

In cryptocurrency quantitative trading, you cannot judge whether a model is effective by accuracy alone. Suppose BTC spends most of the time without a sharp rise: a model that always predicts a price drop could still achieve seemingly decent accuracy, yet fail to identify genuine opportunities to buy. ROC curves and AUC can help us evaluate a model’s ability to distinguish between different outcomes.

First, what is an ROC curve?

An ROC curve compares the true positive rate with th

A 5% jump does not, by itself, constitute a trend.

The sharp rise in the KOSPI, which exceeded 5%, was driven primarily by Samsung and SK Hynix. From the perspective of an individual investor, I do not view this move as the beginning of a trend.

Data flows originating from the U.S. and various geopolitical developments remain unclear. In the current climate, it is wiser to maintain a cautious approach and wait for the markets to settle. On days like these, the costliest mistake one can make is to increase one’s position out of fear of missing out on a single day’s rally. While this surge off

$XRP XRP funding rates have hit a new cumulative high! The last time was in October 2025! Major volatility is coming! Hope you’re all on board when it hits $3! If you’re not in a position, hurry and go long! Last chance to get on board!

$ETH This kind of thing is why I never set an SL