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Xiaomi just published something labs usually keep buried: the actual RL bill.
MiMo-V2.6 Pro and Flash both trained on 753k samples and stopped at step 30.
> Pro cost $2.62M.
> Flash cost $854k.
That extra 3.1x spend bought 6.89 points on DeepSWE.
Then Flash still edged Pro on AutomationBench.
You can already see the same product shape showing up everywhere now: one model for the absolute hard stuff, another sitting just underneath it that’s cheap enough to run all day.
ZAI, Deepseek, Qwen and Xiaomi now all have this in common.
Once the smaller model clears the reliability bar for most work,
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Paying salaries in stablecoins means the money arrives quickly, but spending it is not so fast.
Transfers are completed within seconds, but employees still need to pay rent, buy groceries, and take transportation, and most ultimately have to convert the money back into fiat. This currency-conversion step determines the time and cost of receiving the funds. In markets with thin local liquidity, spreads and payment-channel fees can eat into part of the salary.
This exposes a structural problem. Stablecoins solve the speed of cross-border settlement, but they cannot solve the last mile of local p
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$ZAMA LONG SETUP | 1H
Price is revisiting the entry area while the broader bias remains bullish.Entry zone: 0.08802–0.08893Stop loss: 0.08654Targets: TP1 0.09115 (1.39R) / TP2 0.09272 (2.2R) / TP3 0.09549 (3.64R)Scale out: 20% / 30% / 50%Considerations: estimated EV is -0.25R, below the active threshold.Status: Watchlist only — wait for confirmation before considering the setup.
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ZAMA+10.03%
NIL is showing extreme exhaustion, with the 1-hour RSI(6) reaching 96.74, indicating a parabolic blow-off top. The 15-minute candlestick shows a clear long upper rejection wick at the 0.06869 high, suggesting an immediate mean-reversion trade targeting MA7 support. Short now $NI !🎯
Entry range: 0.0668 - 0.0683 TP1: 0.0560 TP2: 0.0468 Stop-loss: 0.07172 Click here to trade👇👇👇 Market drivers: $SO : Current price 110.29 - 24-hour change: -0.80%
$S : Current price 0.0401 - 24-hour change: +22.78%
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NIL+28.63%
$SKHYNIX LONG SETUP | 1H
A continuation opportunity is developing in the direction of the trend.Entry zone: 1,341.02–1,341.74Stop loss: 1,336.73Targets: TP1 1,345.78 (0.95R) / TP2 1,348.03 (1.43R) / TP3 1,362.9 (4.63R)Scale out: 20% / 30% / 50%Considerations: estimated EV is -0.17R, below the active threshold.Status: Watchlist only — wait for confirmation before considering the setup.
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SKHYNIX-0.01%
Insiders are calling this the most dangerous setup since ZEC bottomed.

$ZEC /USDT - LONG

Trade Plan:
Entry: 1519.15 – 1531.53
SL: 1465.90
TP1: 1569.92
TP2: 1599.64
TP3: 1644.21

Why this setup?
Why now? The daily trend is firmly bullish, and the 1h price has just reached 1525.34, creating a precise entry zone between 1519.15 and 1531.53. The 1h ATR of 24.7655 confirms we are in a high-volatility regime where a break either way will be explosive. The 15m RSI is sitting at 79.68, which is deeply overbought and signals that the current momentum is stretched to its limit. The plan targets TP1
ZEC+0.71%
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After a 30% plunge, is $G ’s moving-average structure still worth buying the dip?
The answer lies in the data: MA5=0.00682 has barely held above the current price of 0.00688, but MA20=0.008907 still hangs overhead. The short- and medium-term moving averages are in a bearish alignment, with MA20 forming the first ceiling for a price rebound. The MACD histogram=-0.0002299 remains negative, indicating that bearish momentum has not been fully released; RSI=38.8 is in the weak zone and has not yet reached an oversold extreme, suggesting that although selling pressure is heavy, there are no signs of
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ZEC+0.75%
GENIUS+10.41%
$AKE AKE Just Went Parabolic | Can AKEDO Keep Flying?
AKEDO pumped 10x in just one month, and people are still out here asking, “wen alt szn?”
AKE is trading around $0.09, with roughly +51% in 24 hours and +432.5% over the last seven days, putting its market cap around $2.1 billion. The token has also pushed into a new all time high zone, meaning the market is no longer trading against a well established resistance ceiling.. it is effectively in price discovery
That kind of momentum can attract fresh liquidity fast, but it also means volatility can become absolutely brutal when traders start c
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AKE-4.11%
Layout for Bitcoin, Ethereum, and Dogecoin
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LIVE1,629
Many people chase the top gainer, ignoring the market’s emotional temperature. The Fear and Greed Index has reached 71; chasing highs in the greed zone often means becoming the final bagholder.
$EPI 24h up 19.35%, current price 0.568, already near the Bollinger upper band at 0.585653—this is the first level to watch out for. However, the trend structure has not deteriorated: MA5=0.55238 is above MA20=0.509745, with the moving averages in bullish alignment; the MACD histogram remains positive at +0.004117, showing that bullish momentum has not yet faded. The real issue is RSI=69.5, approaching
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ENA+7.76%
Starting tomorrow, I’ll be traveling and relaxing. If you have any questions, you can find me in the fan group on my profile.
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A story that happened to me from yesterday to today.
I entered newly launched coins on Alpha with $150 and said I’d try my luck. I kept entering coins that dropped to zero within seconds and losing my money 🤕
Until I lost all my money, then I realized the value of EGY and said, “I wish I had invested that money in EGY” 😂
By God, brothers, EGY is a great blessing for everyone 😍
$LAB
$DEXE
$SIREN
$SKYAI
EGY
EGYEgypt
Gate.Fun
MC:$136.09KHolders:1259
100%
LAB-3.24%
DEXE-0.79%
SIREN-0.35%
SKYAI-0.45%
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Financial News, Crypto Market Updates, Real-World Strategies
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LIVE1,089
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SEC Clears Tokenized Stocks To Trade Onchain As CFTC Widens Software Relief
The SEC and the CFTC both moved on crypto Thursday, within hours of each other, marking the first concrete use of the existing authorities both chairmen pointed to after the Senate refused to take up the market structure bill. The SEC issued an exemptive order creating a new category called a Tokenized Securities Venue (TSV), which allows tokenized National Market System (NMS) stocks to trade onchain through permissioned liquidity pools. The CFTC issued a no-action position through its Market Participants Division, tel
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Insiders are quietly shorting SUI and the 1h price is sitting right at the entry zone.

$SUI /USDT - SHORT

Trade Plan:
Entry: 0.8754 – 0.8856
SL: 0.9291
TP1: 0.8441
TP2: 0.8198
TP3: 0.7834

Why this setup?
Why now? The daily trend is range-bound, which often leads to sharp directional moves once a breakout or breakdown occurs. The 1h ATR of 0.020237 tells us volatility is compressed, setting the stage for a sudden expansion. With the 15m RSI at 55.04, momentum is neutral but poised to swing. The entry zone between 0.8754 and 0.8856 aligns perfectly with the current 1h price of 0.8805, offe
SUI+3.15%
$SOL Signal】Long + pullback long entry as the 1H MACD red histogram expands
$SOL The 1H MACD red histogram is expanding, while the 4H bearish histogram is contracting, creating a pullback long-entry window. RSI: 55.75 on 1H and 61.70 on 4H; 110.24 is above the 1H EMA20 at 109.4362; order-book buy/sell ratio: 1.08; funding rate: 0.0076%; OI stable. Risk/reward ratio: 1.5, stop-loss distance: $0.77, with the trial position cost quantifiable.
🎯Direction: Long
⚡Entry/limit order: 109.9093 - 110.2400
🛑Stop-loss: 109.1376
🚀Target 1: 111.8936
🚀Target 2: 112.7204
🛡️Trade management:
- Execution
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SOL-0.83%
#GateSquareMidAutumnReunion #BTC #btc
Bitcoin at $81,080: Bullish Structure Meets Heavy Long-Side Risk
Bitcoin is trading around $81,080, with the latest BTC/USDT futures price at 81,079.9 USDT, down 0.26%. The Mark Price is 81,082.8, while the 24-hour high stands at 81,467.1 and the low at 80,094.1. Futures volume has reached approximately 39.05K BTC, equivalent to around 3.17 billion USDT in turnover. Spot BTC is around $81,118.1, down 0.27%. The extremely small difference between futures and spot prices shows that the market is currently trading in a relatively tight price relationship rat
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Nobody is talking about this XRP setup yet

$XRP /USDT - SHORT

Trade Plan:
Entry: 1.3994 – 1.4060
SL: 1.4345
TP1: 1.3789
TP2: 1.3630
TP3: 1.3392

Why this setup?
Why now? The 1h price is holding at 1.4027 inside a tight entry zone between 1.3994 and 1.4060, and the 15m RSI at 48.67 shows momentum is neutral, not exhausted. The 1h ATR of 0.013238 tells us the average candle range is small, so a breakout from this range could move fast. With the daily trend in a range and the bias SHORT, the invalidation level at 1.3842 is the line in the sand that separates a clean move from a trap.

Debat
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XRP-0.80%
$SAGA Short-term bullish, but it has entered a high-chasing risk zone; buying on a pullback is preferable to chasing at the current price.
The Greed Index is 71, with the market in the greed zone and funds willing to pay for high-volatility narratives—this is the backdrop for SAGA's +54% single-day gain. Technically, MA5=0.037456 has crossed above MA20=0.030954, while the MACD histogram at +0.0009122 remains bullish and the trend structure is intact; however, RSI=76.7 has entered overbought territory, and the current price of 0.03873 is hugging the Bollinger upper band at 0.0393584. The appro
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SAGA+46.38%
ONE-11.75%
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