AMEC has launched its Primo Matrix plasma wafer dicing equipment and completed its first delivery to a major domestic integrated circuit packaging customer. The equipment is designed for high precision, low damage, and narrow dicing streets, with a minimum street width of 5 micrometers to reduce wafer area loss.

When people talk about advanced packaging, they tend to focus on big concepts like stacking and interconnects. But what really drives yield is the painstaking work of narrowing wafer dicing streets to 5 micrometers. Every bit of material saved at the edges counts.

$BTC

Imagine an agreement that can execute itself once the required conditions are met.
That's the idea behind smart contracts.
They help power decentralized applications, DeFi platforms, NFT marketplaces, and many other blockchain services.
Less paperwork. More programmable possibilities.
#SmartContracts #Blockchain #CryptoTechnology #Web3

✨️💫 HYPE: the next reaction matters

🚨 The plotted path needs confirmation before it becomes convincing.

#HYPE has a conditional route lower on the 1H chart. Watch whether sellers can hold the rebound below resistance and break the nearest support.

Structure

• Patterns frame the visible price structure.
• Last closed price: 74.49.
• The curve illustrates a possible path with a pullback.

KEY LEVELS

Marked target: 66.6753
Resistance: 75.2032
Support: N/A

Reassess after a recovery above resistance followed by a retest that holds.

#ShareWeekly
#GateGlobalComplianceExpansion
$HYPE ‌

The U.S. labor market is adding to the turmoil too! Inflation has fallen, so why is the Fed still afraid to cut rates?

Many people think that as long as U.S. inflation falls, the Fed can comfortably cut rates. But in reality, there is another important variable that is often overlooked: the labor market.
If employment is too strong, it may mean wage growth and consumer demand remain robust, making inflationary pressures difficult to eliminate completely; if employment is too weak, it may mean the economy is losing momentum.
This puts the Fed in a dilemma: if the economy is too hot, it doesn’t

What Is Look-Ahead Bias? Why Does Using Data Only Known in the Future Create False Profitability in Backtests?

In cryptocurrency trading, a strategy may perform almost perfectly in historical backtests but frequently lose money in live trading. Besides overfitting, there is another easily overlooked problem: look-ahead bias. It occurs when a backtest uses information that was not yet available at the time to make historical trading decisions, artificially inflating the strategy’s performance.

First, how does look-ahead bias occur?

For example, a strategy decides whether to buy at the end of

Everyone’s been talking about the 104.58% cold storage coverage rate today. Does anyone know how this figure is calculated?

To be clear, this is not the reserve coverage ratio. Gate’s reserve coverage ratio is 118.49%. 104.58% is a newly introduced PoSEC metric called the cold storage coverage rate.

The question it answers is: If all the assets in the hot wallet were to disappear, would the cold wallet alone be enough to cover all users’ assets?
The calculation divides two ratios👇
🧊 How much of the platform’s funds are held in cold wallets? Cold storage ÷ (cold storage + hot wallet) = 88.2

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

$PLUME — Long entry: 0.01305 Take profit 1: 0.01345 Take profit 2: 0.01390 Stop-loss: 0.01245 PLUME has recovered from its recent hourly pullback. The price has returned above the short-term bottom, giving the trading strategy a bullish bias, though it still needs to break above resistance.

$NIGHT $ondo $met
#EXO_KASE #Riyadh_now

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

In cryptocurrency quantitative trading, a model’s accuracy can easily be misleading. If most periods in the test data do not feature a strong upward move as defined, a model that always predicts “no rise” may still achieve high accuracy, yet fail to identify real 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 example, only 100 of

ETH at $2100—are you waiting to buy the dip at $2000?
CPI data is due today, ETFs saw $184 million in outflows in a single day, and everyone online is shouting, “ETH is going to break below $2000.” Retail traders are panic-selling while whales quietly accumulate. BitMine’s ETH holdings have already approached 5% of the total supply. Is this the final leg down, or your last chance to get in?

First, the surface picture: headwinds are piling up, but the price hasn’t collapsed.

ETH has fallen 57%, from its August ATH of 4946 to 2100 now. It’s down 5-7% over the past 7 days and 15% over the past

My outlook for BTC and Ethereum: I’m still bullish on the higher timeframes, but bearish pressure is relatively strong on the 4-hour structure. Use the following as a reference. If you’re more aggressive, you can open an initial position at market; if you’re more conservative, wait for the right levels. Just my personal view.

initia:native is making a strong recovery and approaching a major resistance zone. 👀
Price has pushed sharply from the $0.12 base, reclaimed the $0.14 area and is now trading around $0.22 after a strong impulsive move.
The next key area sits around $0.24–$0.26 — previous supply and a potential liquidity target.
I'd like to see price push into this zone, sweep the highs and take liquidity before looking for the next move. A clean breakout and hold above $0.26 would open the door for further upside.
But be careful chasing here. After such a sharp rally, a liquidity sweep followed by rejection c

Financial privacy has economic value when disclosure changes how competitors trade, price risk or negotiate.
A market maker revealing inventory, an OTC desk exposing transaction size or a fund publishing treasury movements can surrender valuable information.
But concealing information from competitors is different from withholding evidence from authorized counterparties.
That’s the institutional use case behind @primus_labs’ FHE and zkTLS infrastructure.
FHE protects supported onchain balances and transactions. zkTLS authenticates external financial records without disclosing everything.
Five

Strong narrative.
CA: qjhWVdryERmzBUcPgiFqb6icRndTRkP2PzYUEMmpump

Another parallel universe
Jensen Huang and Huang Le open a small restaurant
Living carefree lives every day

I'll tweet the $INT short level shortly. Waiting for one or two confirmations before sharing it.
We'll trade this level using our level trading strategy.
I'm giving you an early heads-up. If you're unfamiliar with level trading, check my pinned tweet first.

$BTC The short-term downtrend has basically bottomed out, as the price wicked below the first low and then recovered. It then made a second bottom with a false breakdown, once again recovering to near the lower channel boundary. It is now showing a bullish divergence pattern, so a rebound is likely to begin.