What Is Mean Reversion Trading? Why Do Prices Sometimes Revert After Deviating from Their Historical Mean, but Sometimes Continue Moving Away?

In cryptocurrency trading, prices often fluctuate within a range. When a price deviates significantly from its recent mean, some traders look for opportunities to trade in the opposite direction, hoping the price will return to its normal range. But mean reversion is not a guaranteed market rule. Especially when trends are strong or fundamentals change, prices may continue moving away from the mean.

First, what is mean reversion?

Mean reversion is a

$BTC will never go below $70k
Cho Cho Cho 🤣😀🤣
Where is their tears 😂

Only after seeing these three did I realize…
So that’s what it meant, damn…

- The Challenge from 500U to 50000U Series -
1192.25, total assets are over 1,000 now—the account has doubled. I have to mark the occasion!
Today’s an epic crash. Here’s a little preview of the script: BTC$BTC has a long-term target of 58K. That’s how crypto is—brutal.
Rode a wave of NVIDIA$NVDA longs. Thanks, Huang; farewell, Huang. Keep positioning, keep working hard, and feel free to watch🌟

How can out-of-sample testing help prevent mistaking accidental patterns in historical market data for a lasting edge?

A trading strategy's strong performance in historical backtests does not mean it can adapt to future markets. To reduce the risk of overfitting, out-of-sample testing is a crucial step in validating a strategy.

First, what is out-of-sample testing?

Simply put, it means dividing historical data into different periods: one portion is used to develop the strategy and adjust its parameters, while another is excluded from optimization and reserved for evaluating how the strategy

Grok Bot has evolved again—the updates over the past week have been pretty intense 👀
Here’s a roundup (11.06—11.13):
1️⃣ Take control of Mac system apps
It can directly access Messages, Mail, Notes, Reminders, Calendar, Location, and Contacts on your Mac.
2️⃣ Grok Bot 1.0 officially launches
Bot has gone from a personal assistant to an AI coworker shared by the whole team. It supports Slack and Microsoft Teams, can join meetings on Zoom, Google Meet, and other platforms, answer questions, generate meeting notes, and keep learning as it collaborates.
3️⃣ Connect to private Tailscale networks
I

Although Jensen Huang voluntarily resigned, NVIDIA employees wrote a joint letter demanding that he be reinstated as CEO.

Jensen Huang suddenly shown the door! Nvidia loses $182 billion—Is the AI world really about to change?

Jensen Huang has left his position as Nvidia CEO, and this time, the AI market has really been shaken!
Over the past few years, Jensen Huang has practically been synonymous with the AI industry. He puts on his black leather jacket, a GPU makes its debut, and the market starts calculating the next trillion-dollar story. Now that this AI godfather has suddenly left, investors’ first reaction wasn’t to applaud, but to hurry up and check their stock accounts.
On November 12, Nvidia shares close

#DrHanOxfordUnion.

🤖 **My Perspective: The Future Belongs to Those Who Master AI**

In my view, all three are important: creativity, decision-making, and execution. However, if I had to choose one, I would choose **execution**.

AI can help generate ideas, analyze data, and speed up work. But without concrete action and sound decisions, all ideas will remain just plans.

In the AI era, you don't need a large team to build something extraordinary. With a clear vision, creativity, and maximum use of AI, even a solo founder can create great opportunities.

**AI is the tool. Vision is the direc

#DrHanOxfordUnion.
From a Solo Founder to the Oxford Union: Dr. Han's Vision of Entrepreneurship in the AI Era

Building a successful company has traditionally required significant resources, a large workforce, and years of operational experience. Artificial intelligence is beginning to challenge that model, creating opportunities for individuals to accomplish what once required entire teams.

This was one of the central ideas behind Gate Founder and CEO Dr. Han's "Start Alone" speech at the Oxford Union, where he reflected on Gate's 13-year journey and shared his perspective on entrepreneurs

Bitcoin ETFs Continue to See Outflows: What Signal Is the Market Sending?

Recently, the Bitcoin market has shown a phenomenon worth watching closely: U.S. spot Bitcoin ETFs are experiencing a significant wave of net outflows. This is not just a matter of price volatility; it also reflects some investors reassessing risk.

According to public data as of November 11, 2026, U.S. spot Bitcoin ETFs have seen cumulative net outflows of about $1.61 billion this month. On November 5, net outflows totaled about $430.2 million for the day, followed by $411.9 million in net outflows on November 6. Altho

Has anyone actually opened it up and looked at the proof? This is ridiculous.

How Does the MACD Indicator Identify Trend Changes? How Is It Different from RSI?

In the crypto market, MACD and RSI are both commonly used technical analysis tools, but they focus on different things. Understanding the difference between them can help traders get a more comprehensive view of trends and price momentum, rather than relying on a single indicator to make decisions.

First, what is MACD?

MACD examines the relationship between exponential moving averages over different periods to track price trends and changes in momentum. It typically consists of the DIF line, the DEA line, and

For the subscribed trade short from 3920, reduce the position and set a breakeven stop-loss

Nov 13 $ETH Market Update
The 1,900 level has been breached. What’s next?
Looking at the current market, the price bottomed just above 1,890, down more than 7% in 24 hours.
At the same time, $BTC also fell below 68,000, hitting its lowest level since Aug 20. The entire market plunged.
Since prices started falling, every rebound has been brief. There are few buyers and more sellers, so bears are still in control in the short term.
ETH liquidations totaled $104 million over 24 hours, with longs accounting for 89%. Most of the leveraged positions opened by dip buyers have been wiped out. But op

Spot prices are rising, but the derivatives market is weakening: what does this mean?

In the crypto market, a noteworthy phenomenon sometimes occurs: spot prices continue to rise, while perpetual contract funding rates fall and open interest begins to decline.

Faced with this divergence, some believe the market is losing its upward momentum, while others think leverage is being flushed out, making the market healthier.

So how should we interpret this? The key is to first understand what each market indicator reflects.

First, rising spot prices do not necessarily mean stronger demand for le

Open interest suddenly rises—is this a new opportunity or are risks building up?

In the crypto derivatives market, besides price and trading volume, there is another frequently overlooked indicator: open interest (OI).

When OI rises rapidly, some believe the market is attracting new capital, while others worry that large leveraged positions are building up and could trigger sharp volatility at any moment. So how should we interpret it?

First, rising OI means the number of outstanding contracts is increasing.

It reflects the size of contracts that remain open in the market, not simply the a

here we are
locked in at my favorite cafe in saigon
today’s drink: the “Forest”
espresso, sparkling water, apple juice and cinnamon
France still has a lot to learn about coffeeshops