Meituan’s LongCat announced on November 9 that it was open-sourcing the LongCat-2.5 model under the MIT License. It has 1.6 trillion total parameters and 48 billion active parameters, supports a million-token context window, and is designed for native multimodal, long-horizon agent tasks. Its architecture has also been optimized for visual encoding and INT4 inference.

Open-sourcing a million-token context window and a native multimodal architecture with no barriers to commercial use provides tangible infrastructure support for deploying long-context applications in China.

$BTC

A metal trapped in a narrow range: Lead

As of November 10, XPB (lead) is trading at $1,888.53. With a 24-hour range of $1,884 to $1,891, the price is essentially standing still. It is important to make a key distinction here: XPB represents lead—an industrial base metal—rather than silver. The pricing of lead functions differently than that of precious metals; beyond macroeconomic headwinds, it is directly influenced by tangible demand dynamics, such as those from automotive batteries and industrial production.

Therefore, one should not view lead through the same lens as gold or silver. This

$TEL still at key support and the Point of Control near .0014
Waiting for altseason just like so many other coins

#USAIStocksHitHard #ShareWeekly

BitcoinLiquidityWarning: Is the Market Facing a Temporary Correction or a Deeper Liquidity Crisis?

The cryptocurrency market is sending an important message: liquidity is becoming tighter, investors are reducing exposure to risky assets, and Bitcoin is approaching a critical technical decision point. What makes the current situation particularly interesting is that several financial indicators are pointing in the same direction.

My assessment is that this is more than an ordinary Bitcoin price correction. The combination of declining stablecoin reserves, ris

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Things are looking pretty good now. If it closes the daily candle near 750, and the KOSPI ticks up a bit after the open, it could break straight through the resistance at 755 and push above 76350—the odds are still pretty good. That would be a great move up: the 4-hour chart has found a floor, and we could be seeing the start of a new rebound.

After recovering overnight, KORU, SNDK, and MU have all bounced back reasonably well. Could we finally be seeing a glimmer of hope?😂··· The political divide between the two parties isn’t going to end anytime soon, so it’s good if the US-Iran situation

#StakeOnLaunchpoolToShare450KVLX #ShareWeekly
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Gate continues to expand opportunities for cryptocurrency users through its Launchpool platform. Its latest campaign introduces ValueX (VLX), offering participants an opportunity to stake supported digital assets and share a total reward pool of 454,546 VLX tokens.
This campaign is attracting attention because it allows eligible users to participate using BTC, ETH, or VLX instead of purchasing the newly distributed token directly from the market.
The initiative also highlights the growi

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With 10ku, don’t rush to make money. First, prove you can survive for three months.
Here’s a schedule—just follow it.
Month one: watch only, don’t trade.
Put this 10k in spot and don’t open a single futures position.
Write down one thing each day: did the overall market go up, down, or sideways?
After a month, you’ll realize that 90% of your previous trades were opened recklessly in a sideways market.
Month two: practice with a small position.
Take 1000u and trade futures, risking no more than 20 per trade.
The goal isn’t to make money, but to train yourself until “open a position, set a stop-

Good morning, Zuo Zuo kept an eye on last night’s U.S. markets for you☕
Yesterday, Zuo Zuo asked: Will oil prices recoup their losses first, or will the market keep betting on a ceasefire? We have our answer—the market is still betting on a ceasefire, and it’s already popping champagne🥂
The S&P 500 rose 2.35%, and the Nasdaq gained 2.74%. The S&P 500 had its best day since April.
Brent fell another 5.85% to $92.57, its lowest level since late August.
The fear gauge VIX plunged 22% overnight, falling back below 20.
$AMD rose 13% (Google Cloud TPU 8tx selected EPYC, plus an Oppenheimer upgrade

🔥 WHICH #MEMECOIN HAS THE STRONGEST COMMUNITY? 👀🚀
🐸 $PEPE
🐶 #BabyDoge
🔥 $FLOKI
Three communities. One crown. 👑
Which army is the strongest and most united?
👇 PICK YOUR WINNER AND DEFEND YOUR CHOICE!
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$ETON
BoS BREAKOUT! 💥

#美国10月CPI即将公布

BTC recovers after bottoming at 73,750; a short-term bottom has formed

Now at 75,108 (+0.37%). After a heavy-volume sell-off from 81,196, BTC bottomed at 73,510, then posted consecutive bullish candles, pushing the price back above 75,000. On the 4H chart, the price has reclaimed the EMA7 (75,037). Although the EMA20 (75,574) and EMA60 (76,903) are still pressing downward, the short-term moving averages are flattening and turning up, and the downtrend has clearly slowed. The key level to watch is 75,574; reclaiming it would upgrade a short-term bounce into a reversal.

Scenari

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Not much but honest work

$PIEVERSE Keep shorting. Volume keeps rising at the highs, but the price can't break higher. The market makers are clearly pushing the price up while selling off, and a sharp drop could come at any moment. Keep shorting at the current price; stop-loss remains at 2.3

The model says it remembers, then asks where the file is at the start of the next round
The most common pause in collaboration isn't that the model can't do the work; it's that you have to repeat what it just agreed to do in the next round.
【You finish writing the prompt, then have to paste the constraints again】
You put the format, scope, and prohibitions in the prompt, and it replies that it understands; rephrase the task, and those sentences become background you have to paste again.
【Memory spans sessions; tools handle the current directory】
Memory claims it can pick up where you left off,

"You will live forever in the heart of the Turkish nation."
#10Kasım #10kasım193oo