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

As soon as Waller spoke, gold printed a spike. What was meant to be a short-term trade turned into a small swing trade: entered at 4117, rode it for 21 points, and banked $4224.
$BTC $XAU #Gate全球合规版图扩展 #美伊谈判出现新进展 #标普500创7个月最大涨幅 #AVAX利好短时上涨6.4%

Ethereum mainnet is having its busiest year yet, and the numbers show real adoption at a median fee about 10x lower
with 2.16M transactions a day and 899K active addresses.
Both are at ATH and have gone up every year since 2023.
Here's how the daily averages compare with last year.
🔸 Daily transactions 1.44M → 2.16M
🔸 Daily active addresses 662K → 899K
🔸 Average daily median fee ~35c → ~3.5c
I think one of the main reasons behind that is the scaling upgrades over the years, with Dencun, Pectra and Fusaka (blobs, PeerDAS) all opening up room.
Daily gas used (the amount of computation mainnet

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 actually has 70% predictive accuracy. To understand whether probability forecasts are trustworthy, it is important to understand model calibration (Probability Calibration).

First, what is model calibration?

Model calibration focuses on whether predicted probabilitie

We'll make enough money this November

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 th

The long from 4089 already has $14 of room. News-driven price action is choppy, and the wick was quickly pulled back. Anyone else follow along?
$ETH $XAU #黄金 #AVAX利好短时上涨6.4%

Does Cooling Inflation Favor Gold or U.S. Stocks? The Next Rotation of Capital Could Be More Exciting Than Rate Cuts!

If U.S. inflation continues to fall, an interesting question will emerge in the market: will capital flow into gold, or embrace U.S. stocks again?
First, U.S. stocks. If inflation continues to improve, expectations for Fed rate cuts will rise, and financing costs are likely to gradually decline, potentially supporting valuations for tech and growth stocks. AI, semiconductors, and cloud computing in particular could once again become key areas of investor focus.
Next, gold. Gol

Wait patiently for market conditions that suit you
Although you can make a little, you still can't control the losses
Once profits and losses offset each other
there isn't much left

What Is Feature Engineering? How Can More Valuable Trading Signals Be Extracted from Price, Volume, and Volatility?

In crypto quantitative trading, a machine learning model’s performance depends not only on the algorithm but also on the quality of its input data. Raw price and volume records capture market movements, but may not directly express trends, momentum, and risk. Feature engineering is the process of transforming raw data into information that is better suited for a model to learn from.

First, how can price features be constructed?

You can calculate returns over different periods,

#英伟达突发风波股价承压CEO
The third item was already on the table before the scandal. Sales of NVIDIA's H200 chips to China were already under Congressional scrutiny through regulations such as the Remote Access Security Act, the AI OVERWATCH Act, and the Chip Security Act.

What is new is this: Jensen Huang was the strongest voice arguing that sales to China should continue. Now the same person is at the center of a China-linked intelligence allegation. This weakens NVIDIA's bargaining power in Washington. Senator Elizabeth Warren's call in late October for the board to investigate also shows this p

Will US inflation continue to cool?

The question markets care about most lately is not when the Fed will meet, but when inflation will finally settle down.
Investors had been hoping US inflation would gradually ease, opening the door for the Fed to cut rates. But reality hasn't been so cooperative: oil prices, housing costs, service prices, and the labor market could all drive inflation back up.
If energy prices continue to fall, bringing down transportation and production costs, inflation could indeed continue to cool. But if geopolitical risks heat up again and crude prices rise, inflation

I lost 3 million, and in the end, only three sentences were useful.
First: I didn’t lose to the market; I lost to “one more trade.”
It’s hard to hear, but it’s true.
I reviewed hundreds of trades and realized that getting liquidated was never caused by a single trade:
I lost on one trade, refused to accept it, and traded again; lost again, and traded again;
then that final trade took all the capital I’d put in before with it.
The market didn’t beat me; I just kept refusing to stop.
If you can remember only one thing, remember this:
Every time you think “one more trade,” you’re already followin

Tonight's CPI Trading Discipline: YoY Data Unavailable, MoM Sets the Tone—Don't Make Decisions on the First 21:30 Candle

One final practical point. Tonight's CPI has a special structure: YoY data won't be released, making core MoM the only meaningful signal. This means market pricing at 21:30 will be highly concentrated around a single decimal point, and volatility could be sharper than usual.

In the first 15 minutes after the data release, market makers pull orders and order books thin out. A small number of orders can push prices to extreme levels before they quickly retrace. Most of the

‌#AnthropicLaunchesNasdaqIPORoadshow

Anthropic’s initial public offering (IPO) process on the Nasdaq—under the ticker symbol “ANT”—marks a critical juncture for investments in technology and artificial intelligence. Following the company’s formal filing on October 26, the subsequent roadshow has encountered significant downward revisions in valuation expectations, driven by recent market volatility.

Downward Revisions in Valuation Expectations

Anthropic’s IPO valuation is currently subject to considerable uncertainty, contingent upon prevailing market conditions. Initial discussions, w

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

One blunt remark from the Fed chair sent all kinds of assets tumbling today.
Gold plunged 1.2%, silver slumped 2%, and Nasdaq futures weakened in response.
A few hours ago, Waller struck a hawkish tone in London, not only breaking the market’s ingrained expectations of easing but also laying out specific conditions for a rate hike:
Even if October’s CPI release tonight shows improvement, he still supports a 25-basis-point hike in December; and if core CPI rises 0.3% or more month over month, the Fed should consider going straight for a 50-basis-point hike, or risk undermining its credibility i