🚨 Today's Hot Topic | Korean Stocks Rebound: A Paradigm Shift or a Fleeting Bounce?

The financial markets are buzzing as the KOSPI surged over 5% intraday, spearheaded powerhouse market leaders like Samsung Electronics and SK Hynix! Such a dramatic, high-volume upward movement has naturally ignited a fierce debate across global trading desks: Is this explosive move merely a short-term relief bounce, or is it the definitive kickoff of a major new structural rally?

📊 Deconstructing the Rally: Key Drivers
Tech & Semiconductor Momentum:
Samsung Electronics and SK Hynix are at the epicent

$CT Sharp drop now; enter a buy later at $0.00572, short at 0.10860 $CT 👇

Setting up my third Claude account—every click makes my heart race. A bad boy like A÷ really is so easy to love and hate.

The Cardano Foundation is sponsoring IBC's move to the Linux Foundation, with support from Google Cloud and individuals at Wells Fargo, a ~$2.3T bank.
IBC, built by Cosmos, has handled more than $50B across 200+ networks.
@Cardano

$HYPE 1st Target Completed 👍

Take profits evenly out if I don’t mention the % of the position to close 🔥

⏳ A moment that became crypto history! 🚀

On this day in 2021, Bitcoin reached an incredible new all-time high of $69,000 during the historic bull run. ₿

Five years later, that moment still reminds us why Bitcoin changed the financial world. From massive rallies to brutal corrections, BTC has given the crypto community a journey to remember.

Who remembers the excitement of the $69K milestone? 👀🔥

$BTC $GT $XRP ‌$INIT $ZEC #ShareWeekly #AnthropicLaunchesNasdaqIPORoadshow #StakeOnLaunchpoolToShare450KVLX #AVAXJumps6.4%OnNYSENews

$ARIA is pushing higher and approaching a key resistance area. 🚀
Price has been building a strong recovery structure, printing higher lows and gradually climbing along the ascending trendline.
The previous resistance around $0.169 has been reclaimed, and price is now trading near $0.188, testing the upper boundary of the current range.
Levels to watch:
$0.169 — key support after the breakout
$0.190–$0.200 — immediate resistance and liquidity area
$0.210–$0.230 — potential upside targets if momentum continues
A clean breakout and hold above $0.19 could open the way toward $0.20 and beyond.
If

Today's CPI data is very crucial for the crypto market
At 8:30am ET, CPI data will be released with MoM expectations at 0.3%
If CPI MoM comes higher than 0.3%, the rate hike odds will go up, and we could see another dump
If CPI MoM comes lower than 0.3%, there could be a short squeeze

Trump Media Reports $409.7M Q3 Profit, Driven by Digital Assets

Trump Media & Technology Group reported a net profit of $409.7 million for the third quarter of 2026, with digital asset gains playing a major role.

The company recorded approximately $378.1 million in digital asset gains, highlighting how crypto holdings can significantly influence corporate financial results.

However, the headline profit needs context. Revenue was just $3 million, while adjusted EBITDA showed a loss of $12.3 million.

This shows the growing impact of digital assets on corporate balance sheets, but also the di

What is out-of-sample testing? How can you tell whether a trading strategy truly generalizes?

In cryptocurrency trading, a strategy that performs well in historical backtests does not necessarily mean it can adapt to future markets. To prevent a strategy from simply memorizing past data, traders need to use out-of-sample testing to check whether it still performs reasonably on data that was not used in its development or tuning.

First, what is out-of-sample testing?

Out-of-sample testing means using data that was not involved in selecting or optimizing strategy parameters to evaluate the st

What Is Time Series Cross-Validation? Why Can't You Randomly Shuffle Training and Test Sets for Cryptocurrency Prediction?

In crypto quantitative trading, machine learning models often need to be trained on historical data before predicting future price movements. But if you randomly shuffle all the data and then split it into training and test sets, as in ordinary classification tasks, you may disrupt the chronological order and make the model's evaluation results overly optimistic.

First, what is time series cross-validation?

It is a method of organizing training and validation in chronol

#AVAXJumps6.4%OnNYSENews
AVAX Surges on NYSE Tokenized Stock Settlement News: Detailed Price Analysis and Market Implications

Avalanche’s native token AVAX experienced a sharp upward move following the announcement that the New York Stock Exchange selected Avalanche as the core ledger technology for clearing and settlement on its planned tokenized securities platform. The news, confirmed by Ava Labs and covered widely on November 9–10, 2026, triggered immediate buying. AVAX climbed from recent lows near $7.80–$8.00 into the $8.80–$9.00 zone, with reported gains ranging from approximately 6%

US stocks are finally showing some signs of life! 🔥

On one hand, US October CPI is about to be released; on the other, the S&P 500 just posted its biggest single-day gain in nearly 7 months, giving the market plenty to talk about.

Here are three key areas to watch:

📊 **Inflation:** Can CPI continue to cool? If the data comes in below expectations, will rate-cut expectations rise further?

₿ **Crypto market:** Can BTC continue to rebound on macro tailwinds, or will we see another “buy the rumor, sell the news” event?

📈 **US stocks and gold:** Is this rally an oversold bounce, or are AI a

📣 Gate Live’s fixed host lineup is here, going live on time every day!

📅 November 9–November 13, 6 talented hosts will take turns going live on a set schedule, covering crypto, U.S. stocks, market analysis, and trading strategies to help you stay on top of market trends and spot hot opportunities!

⏰ Daily from 09:00 to 21:20, the excitement never stops!
🔥 Follow your favorite hosts, save their stream times, and join the live room on time to talk markets, learn strategies, and follow trends!
🎙️ Catch the exciting livestreams on Gate Live!

‍#GateLive #Gate #Crypto

One of crypto's most important lessons is understanding who controls your assets.
A self-custody wallet gives you control of your private keys, but it also makes you responsible for protecting them.
Never share your recovery phrase. Never store it carelessly.
Financial freedom comes with responsibility.
#CryptoSecurity #SelfCustody #Bitcoin #Web3

$WLD Longs have reached full TP1—the entire move played out as planned. All profits are locked in. Another successful trade has been closed.

What Is Trading Expectancy? Why Can a High-Win-Rate Strategy Still Lose Money Over the Long Term?

In cryptocurrency trading, many people treat win rate as the primary measure of a strategy's quality, believing that a strategy that wins seven out of ten trades must be better than one that wins only four. But what truly determines a strategy's long-term performance is not just how many times it wins, but also the amount gained on each winning trade and lost on each losing trade. This is the significance of trading expectancy.

First, what is trading expectancy?

Trading expectancy is the averag

$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.