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.

What Is a Retest Confirmation? Why Can a Retest After a Breakout Sometimes Be an Opportunity and Sometimes a Reversal Signal?

In cryptocurrency trading, after the price breaks through a key resistance level, it may pull back to around the former resistance, find support again, and continue rising. But it may also fall quickly after the breakout and return to its previous trading range. That is why retest confirmation is an important aspect of breakout trading worth examining.

First, what is a retest confirmation?

After the price breaks through a resistance level, it returns to test the area

A major hack bombshell, yet it surged 80%? $INIT The whales’ master plan—retail traders, don’t become cannon fodder!

Once the bad news is out, it’s good news; whales are bloodthirsty and leave nothing behind!

Guys, the major bearish news of the INIT hack being halted has somehow sent the price up 80%! Look at the fund flows: major players are aggressively net buying over the medium to long term. Look at the liquidation map: there are shorts trapped all over above. And look at the whales: the long-short ratio is 234%, and shorts with an average entry price of 0.17 are now deeply underwater!

HUGE:
🇺🇸 Trump Media bought $112 Million in BTC this Q3 and now holds $1.15 Billion in Bitcoin
President is buying the dip, and you?

Tonight at 21:30
U.S. October CPI inflation data will be released
CPI is the Fed's key gauge for rate cuts, directly shaping Bitcoin's direction tonight
Data above expectations → inflation rebounds, rate-cut expectations cool, bearish for crypto
Data below expectations → inflation eases, rate-cut expectations rise, bullish for crypto
Volatility will be intense tonight. Don't bet on the direction in advance; stay defensive and wait for the data. $BTC ‌#美伊谈判出现新进展

What Is Signal Filtering? How Can You Reduce False Breakouts and Invalid Entries in Crypto Trading?

In crypto trading, many traders immediately chase the price when it breaks through a resistance level, but the price may quickly pull back, forming a false breakout. Signal filtering aims to screen out low-quality opportunities after a trading signal appears by applying predefined conditions, reducing unnecessary entries. However, more filters do not necessarily make a strategy more reliable.

First, what is signal filtering?

Signal filtering means checking the trend, trading volume, volatilit

Waller’s remarks directly poured cold water on the market 😶

A 25-basis-point rate hike in December is already his baseline expectation. Even if inflation improved in October, he still leans toward another hike. More hawkishly, if tonight’s core CPI comes in at 0.3% or higher month over month, he thinks the Fed should consider raising rates by 50 basis points outright.

The market reaction was immediate:

After the remarks were released, gold $XAU fell from around 4121 to 4090, while BTC quickly dipped from 74700 to around 74100, then rebounded slightly.

That’s pretty interesting: U.S. stoc

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

The battlefield is in Donbas; the bluster is on TV. The louder the threats, the weaker the hand. As the war drags on into a war of attrition, whoever can’t hold out will blink first. Who do you think will back down first this round? Follow along if you’re keeping an eye on it.

Crude oil pulls back: Which benefits more, airline stocks or tech stocks? The rally may be quietly shifting its leading players

Who’s happiest when oil prices fall?
Airlines may be first to raise their hands.
Fuel is a major expense for the aviation industry. If the decline in international oil prices lasts for some time, airlines’ cost pressures could ease and profit margins may improve.
The market has recently begun to reflect this shift. Asian airline stocks have been active as oil prices retreat, with some airline share prices rising significantly.
But airlines aren’t the only players in

What Is Breakout Trading? How Can You Tell Whether to Enter or Wait for a Retest After the Price Breaks Through a Key Zone?

In cryptocurrency trading, when BTC breaks through a key resistance level, some traders chase the rally immediately, while others choose to wait for a retest. Both approaches have pros and cons. What really matters is not getting in before everyone else, but judging whether the breakout is sustainable and planning for risk in advance.

First, what is breakout trading?

Breakout trading means looking for trading opportunities according to predetermined rules after the pri

In the future, more people won’t have to clean up after others.

#$XAU Yesterday’s gold subscription results
✅Afternoon livestream: went long at the 4084 bottom, reaching a high of 4148
✅Evening subscription signal: went short at 4146, reaching a low of 4088
Profited on both longs and shorts | Make money and enjoy it every day

Where Are U.S. Stock Market Funds Reallocating? AI, Semiconductors, or Software—Where Is the Next Opportunity?

After the U.S. stock market rebound, where will capital flow? That’s what investors really want to know.
Over the past few years, AI has become a major theme in the tech market. But as the market has expanded, the AI industry has also begun to diverge internally.
First, the semiconductor sector. AI model training and inference require vast computing resources, keeping chips, memory, and high-speed interconnect equipment important. However, the industry is also cyclical, so investors

If I were to build an app using @RomeProtocol, I’d most want to make a “cross-chain gaming and tipping platform” (fun and hassle-free).
Honestly, the cross-chain experience today is way too unfriendly for beginners.
For example, you want to play a little game on Solana or tip a blogger a few bucks. But if all your money is in an Ethereum wallet (like MetaMask), you first have to find a cross-chain bridge, transfer the money, and buy some SOL for gas fees... By the time you’re done, the moment has already passed.
If we built this platform with Rome, the experience would become super simple:
👉

What was the most ridiculous thing you did as a kid?

What Is Class Imbalance? Why Can Cryptocurrency Prediction Models Look Accurate Yet Have No Trading Value?

In cryptocurrency quantitative trading, model accuracy can easily be misleading. If most periods in the test data do not feature a strong upward move that meets the defined criteria, a model that always predicts “no rise” may still achieve high accuracy, yet fail to identify genuine trading opportunities. This is the problem caused by class imbalance.

First, what is class imbalance?

Class imbalance occurs when the number of samples in different classes varies greatly in a dataset. For

What Is the F1 Score? How Can It Combine Precision and Recall to Evaluate a Trading Model?

In crypto quantitative trading, one model may issue very few bullish signals, achieving high precision but missing many opportunities to capture gains; another may identify most upward moves but generate many false signals. Looking at just one metric makes it difficult to evaluate a model comprehensively. The F1 score is a way to measure precision and recall together.

First, what is the F1 score?

The F1 score is the harmonic mean of precision and recall, calculated as: F1 = 2 × precision × recall ÷ (p