From one liquidation after another at the beginning to clawing my way up from 5000u to having a house and car and a happy marriage, all in just two short years. I’ve also summed up 8 principles for respecting the market and sticking to my trading rules.
1. The market is never wrong; only I am. Don’t get mad at the market or subjectively fight the trend.

2. Any market move can reverse. There are no 100% certain opportunities, so always leave room for error.

3. Profits come from the market, not from my brilliant predictions. Don’t get carried away by profits or casually increase position sizes

What Is a Classification Threshold? Why Can Changing a Probability Cutoff Alter an Entire Trading Strategy’s Returns and Risk?

In crypto quantitative trading, a machine learning model may predict a 65% probability that BTC will rise in the next period. But should traders buy immediately? The answer depends on the classification threshold set by the strategy. A classification threshold is the cutoff that converts the probability output by a model into an actual trading signal. It affects the number of signals, the rate of false predictions, and the final trading results.

First, what is a clas

#USCPIDataIncoming
The upcoming United States Consumer Price Index (CPI) report is one of the most important economic events for financial markets. Investors, traders, analysts, and cryptocurrency participants are closely watching the next inflation update because it could influence expectations about Federal Reserve policy, interest rates, the US dollar, stock market performance, gold, and Bitcoin.

CPI measures changes in the prices consumers pay for everyday goods and services. It provides an important picture of inflation and helps economists understand whether the cost of living is incre

$AIN /USDT SHORT SETUP WAITING FOR THE BOUNCE

$AIN /USDT

Direction: SHORT

Entry Zone: 0.1081741 – 0.1093259

Stop Loss: 0.1254201

Targets
TP1: 0.0962475
TP2: 0.0879124
TP3: 0.0754099

$AIN ‌

Started chasing the dream with 100u, trading steadily🥰#黄金 $XAUUSD

What kind of freak is this?!
Every time he gets banned, he manages to get out of it!
That’s five times, guys!
He could make money just by selling a course on this one skill😂

What Is Multi-Timeframe Analysis? How Can You Combine Short and Long Timeframes to Avoid Making Poor Decisions Based on Local Price Action?

In crypto trading, BTC may be rising on the 5-minute chart while still being in a clear downtrend on the 4-hour chart. If traders only watch short timeframes, they can mistake a rebound for a trend reversal. Multi-timeframe analysis uses price structures across different timeframes to help traders understand the relationship between local fluctuations and the broader trend.

First, what is multi-timeframe analysis?

It means observing multiple timeframes

Folks, this story just keeps getting more outrageous 🍉
Jensen Huang’s affair partner, Huang Le, is actually married!
Her husband, Kang Wei (the man in black pants in the photo)
The couple founded Hexi Investment, a secondary-market private equity firm whose assets under management peaked at nearly 20 billion
Kang Wei himself is also a big shot
Shenwan’s chief strategy analyst, the inaugural New Fortune Best Strategy Analyst, and general manager of China Ocean Fund
He also led the development of a computing power center in Songjiang, Shanghai, and later sold its equity
Then the Huichiu Technol

🚨 US CPI INFLATION DATA DROPS TODAY!
⏰ 8:30 AM ET | 7:00 PM IST
Previous: 0.6% | Forecast: 0.3%
Market Reaction:
↳ Above 0.3% → Bearish
↳ At 0.3% → Mixed reaction
↳ Below 0.3% → Bullish
All eyes on inflation!

$ARIA This move is really strong—up 34% in 24 hours and just hit 0.212. The bears probably didn’t expect it to rally this fast.

The AI gaming narrative is back in play, but there haven’t been any particularly major project catalysts so far. This move looks more like it’s being driven by capital flows.

24-hour futures trading volume is close to $37 million. Over the past 4 hours, OI rose from 103.3 million tokens to 106.6 million, up 3.2%. Price and open interest are rising together, which suggests new positions are still being opened. But the funding rate has turned positive, so longs are st

$HYPE 2nd Target Completed 👍

Stoploss at target 1 ⚠️$EURUSD

Strategy Buys $82M Bitcoin, Repurchases $188M STRC
Strategy bought 1,036 BTC for $81.9 million between November 2 and November 8, its second straight weekly purchase, according to an SEC filing.
The company also bought back $188.3 million of its STRC preferred stock, funding both moves by selling 2,051,348 shares of MSTR stock.
⚠️ Personal market analysis only. NFA — manage risk and DYOR.
Educational content, not investment advice or a recommendation to buy, sell, deposit, or withdraw any asset. No paid promotion or referral/affiliate links.

$GRAM #GRAM
Preparing for breakout of Descending Channel.
Successful breakout could provide 40-45% rise during coming days✍️

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

In crypto trading, many traders immediately chase a price breakout above resistance, but the price can quickly pull back, creating a false breakout. The purpose of signal filtering is to screen out low-quality opportunities using preset conditions after a trading signal appears, reducing unnecessary entries. However, more filtering conditions do not necessarily make a strategy more reliable.

First, what is signal filtering?

Signal filtering means checking the trend, trading volume, volatility,

$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.

🚨 REMINDER: U.S. CPI drops TODAY at 8:30 AM ET, one hour before the stock market opens!
> Monthly CPI: 0.3% expected.
> Previous: 0.6%.
> Monthly core CPI: 0.2% expected.
> Previous: 0.3%.
Annual headline and core rates won’t be published because the 2025 shutdown left gaps in the comparison data.
My read on headline CPI:
> Below 0.3%: could support a rally.
> At 0.3%: watch core CPI for direction.
> Above 0.3%: could bring more selling.
A big test for $BTC and $ETH .
EXPECT VOLATILITY!

The $BTC CVD indicator shows buying activity of purple whales.

They have been accumulating since yesterday, which is reflected in the CVD indicator showing net buying.

Additionally, a buy wall has formed near the $73k level, serving as a strong support line.