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XRP clings to its previous low in weak sideways trading; moving-average resistance remains to be broken

Currently at 1.0833 (-1.55%); after consecutive declines from 1.3414 to a low of 1.0764, it has moved sideways. The 4H moving averages are bearishly aligned (EMA7:1.0970/EMA20:1.1288/EMA60:1.1922), with the price below EMA7. A rebound needs to reclaim 1.097 to show signs of stabilization; only a break above 1.1288 would signal strengthening.

Scenario: If 1.0764 holds → a low-volume rebound to 1.097; above that, watch 1.1288. If it fails → a wick down to 1.0650 followed by a

What Is Walk-Forward Testing? Why Can Backtesting Over a Fixed Period Hide Strategy Flaws?

In cryptocurrency trading, market conditions are constantly changing. A strategy may perform exceptionally well in a bull market but suffer frequent stop-losses in a sideways market; it may also make a profit on a particular stretch of historical data but fail to adapt to subsequent volatility. Walk-forward testing can help traders assess how well a strategy adapts across different periods.

First, what is walk-forward testing?

Walk-forward testing typically divides historical data into consecutive tim

When the sale pressure gets weak💹😏
You know what happens NEXT⚡️👀
#VOLT robinhood:0x5d102d1e69e77591d486aa4f663b3645151bbdf6 0x5d102d1E69E77591D486aa4f663B3645151BBdf6

December hike odds are high because inflation is still above target, the economy is holding up, and two Fed voters already wanted to hike in October. The Fed held at 3.75%–4.00% on October 28, but Lisa Cook and Beth Hammack voted for a quarter-point increase.

⏰ Day 407 Live Spot Execution | Picking Up Chips Below Miners’ Shutdown Price

Foreign media are buzzing this morning: #BTC miners’ average production cost is now as high as $78,000, and the price has fallen to $74k, forcing miners to pull the plug

Network mining difficulty is expected to plunge 6.4% (the biggest drop since the major bottom in late June this year)

No need to buy mining rigs or pay electricity bills—at 03:00:22 this morning, my DCA machine bought ready-made chips directly below miners’ cost:
• Bought today: 400 USDC @ $74,589.9
• Total holdings: 1.7621 / 3.00 $BTC (58.74% c

This morning, the early-session rebound-and-short setup for ETH played out as expected. $ETH

After rebounding, the price encountered clear resistance and failed to sustain its gains, then pulled back, matching the early-session forecast of a rebound meeting resistance and moving lower. The market remains volatile, so stay alert and continue watching how support levels hold, with risk management as the top priority.
#红牛双车登上巴西领奖台

#KoreanStocksJumpOver5%

The move seen in Korean shares on Tuesday carried a weight that went well beyond a single day of gains, because three leading names moved together and gave the advance a breadth that a narrow rally could not have given.

The backdrop also helped, because a rebound in United States technology shares and a fall in oil prices eased the mood of fear that had weighed on the market in prior sessions, and hopes for progress in diplomatic talks aimed at easing tension in the Middle East added a further lift to risk appetite across the region.

In early trade, the Korean

Can the strong rebound in U.S. stocks last through year-end? Can tech stocks ignite the market again?

With U.S. stocks rebounding strongly, what investors most want to know is not how much the market rose today, but whether this rally can continue through year-end.
After all, everyone hopes to catch an upswing, rather than buy in only for the market to immediately teach them a lesson about risk.
I believe there are three factors worth paying close attention to next.
First is growth in the AI industry. Artificial intelligence is still developing rapidly, and demand for computing power, data ce

$ETH The lower-timeframe pattern is forming a triangle, and a short-term upside breakout after consolidation seems more likely. It doesn’t look like a bearish continuation pattern, so a rebound is still expected in the short term. With all the negative news now out, the price should also start recovering and rising.

What are we aping into, what are we aping into?
Are we in the meme agent archaeology phase now?
How have Neiro and PNUT already pumped?
What are we aping into next, gurus???

Paradigm just led a round at a $1B valuation for a new company.
@mavriaX came out of stealth yesterday with $130M raised so far, per the company. They build AI data centers in a factory, like a product. First unit, Terrain 01, is already in production in Houston. Check image for the scheme.
A crypto VC putting money into steel and power instead of another L2 says a lot. Probably something really big.
Keeping an eye on this one.

How should we put it: weight-loss shots can cause blindness?
On the same day the FDA said weight-loss shots may harm the eyes, Lilly closed up 4.3%—it seems the market didn’t take the warning seriously at all 😂
On November 9, the FDA required all GLP-1 drugs to update their labels. Semaglutide, tirzepatide, and the weight-loss pill Lilly got approved this year are all included, with a warning about the risk of the rare eye disease NAION, which can cause permanent vision loss in one eye.
That same day, Lilly issued a press release saying its phase 3 trial of the weight-loss pill Foundayo found

It's over, it's over—I've really become an altcoin kingpin. I'm about to trade altcoins one last time

Those in the airdrop group who got in early enjoyed a nice bite $XAU ‌

What Is the Risk-Reward Ratio? How High Does a Trade’s Win Rate Need to Be to Break Even?

In cryptocurrency trading, many people focus only on the price distance when setting stop-loss and take-profit levels, without carefully calculating the relationship between potential profit and potential loss. The Risk-Reward Ratio can help traders assess how much risk a trade is worth taking, but it must be considered together with the win rate to better evaluate a strategy.

First, what is the Risk-Reward Ratio?

The Risk-Reward Ratio typically compares a trade’s potential profit with its potential lo

What is model calibration? Why doesn’t a 70% probability of a price increase mean the price will definitely rise?

In cryptocurrency quantitative trading, a machine learning model may predict a 70% probability that BTC will rise in the next period. But this does not mean the price will definitely rise, nor does it mean the model is actually 70% accurate. To understand whether probability predictions are reliable, it is important to understand model calibration (Probability Calibration).

First, what is model calibration?

Model calibration concerns whether predicted probabilities match actual

What Is Backtest Overfitting? Why Might a Strategy With Perfect Historical Performance Fail Completely in Live Trading?

In cryptocurrency trading, some people keep adjusting indicator parameters, take-profit and stop-loss levels, and entry conditions until the strategy achieves the highest possible backtest returns. But better historical performance does not necessarily mean a strategy is more reliable. Overfitting to historical data can instead make a strategy less able to adapt to future markets.

First, what is backtest overfitting?

Backtest overfitting occurs when a strategy is overly ta