Even if AI-generated reviews look polished yet fail to spot a single error, what use are they?
The paper *Beyond Imitation* puts it bluntly: the core task of peer review is to find errors, not imitate the polished rhetoric of human reviewers.
A model producing a well-worded, neatly structured review is entirely different from actually catching a logical flaw.
That is why the study shifts its focus to verification and contradiction detection, changing the evaluation standard from “how much does it resemble a human review?” to “can it actually find the errors?”
I think this shift was bound to ha

✅ The forecast played out, with a pullback as expected;
This morning’s ETH outlook called for resistance in the 2550-2580 zone on the rebound, with a pullback expected under pressure. The market moved downward as anticipated, offering 60 points of room. $ETH

Make 1 trillion USD
Help humanity progress
Have children

That position was entered this morning chasing the move, and it hurts right now—after surging to 84,352, it fell back to 82,476 today.
Gong Youcai admitted to two wrong calls over the past two days, and this position is still down 2%; his direction hasn't changed at all: he is still buying the dips. He can hold through it, and it's not just empty talk—the volume on Thursday's selloff candle was 1.779 billion.
I counted eight candles larger than it over the past two months, with the biggest at 3.4 billion, nearly twice as large—so calling this consolidation isn't just an excuse to save face.
Hi

Funding rates have turned positive, yet the price remains stuck below the moving averages—is the long side building momentum, or being used as the counterparty?
The answer leans toward the latter. $ET The current price is 2530.66, and the funding rate of +0.0014% means perpetual-contract longs are paying to hold positions, but the price remains capped by MA5=2545 and MA20=2546.96. RSI is only 44.7, while the MACD histogram at -4.005 remains in bearish territory, indicating that bullish sentiment is "paying to buy into a trap" rather than being driven by genuine buying. The Fear & Greed Index

#ShareWeekly #WillYouBuyDipInKoreanStocks
Korean Stocks Plunge as Samsung and SK Hynix Slide. Is It Time to Buy the Dip?
South Korean equities opened the week with a sharp sell-off on Monday, October 12. The benchmark KOSPI plunged 3.65% to close at 6,384.24, marking its first close below 6,400 in roughly two months and its largest single-day drop in about a month. The tech-heavy KOSDAQ followed suit, tumbling 4.83% to 849.19.
The Damage in Semiconductors
The two memory-chip giants bore the brunt of the selling. Samsung Electronics fell 4.39% to close at 250,500 won, equivalent to approximat

solana:EEpng77ZPn9FT4xsRjwuxNCcMBYq3HTwEscyTpump probably going to start shooting up in 1-2 days
EEpng77ZPn9FT4xsRjwuxNCcMBYq3HTwEscyTpump
Looks like salers might be out of supply to dump
#crypto

$ZEC Short-Term Shift: Why Has the 4-Hour Chart Still Not Conceded?
$ZEC 24-hour +4.24%, current price 1,287.1. On the surface, this is just a rise and fall, but the real conflict lies in the timeframes: the 1-hour chart is weak, while the 4-hour chart is strong. When the two charts give opposite answers, the least useful thing to do is pick the one you like and believe it to the end.
Volume has not backed the move: Current 1-hour trading volume is only 0.28 times the average volume of the previous 20 candles. Low volume can still move prices quickly, but sustainability must be proven by the n

Me explaining to my family why I lost money today:
"It was a healthy market correction." 🧠💡
​Me in my head: "I bought the top again." 🤡📉
​Stay strong team! 💎🙌
#GateWCTCS9GlobalTradingCompetition
#ShareWeekly
$BTC ‌

$CYBER Current price 0.386, 24h +10.29%, trading volume 6.7M USDT. MA5=0.3864, slightly above MA20=0.36965, with the moving averages showing the initial form of a bullish alignment; the MACD histogram at +0.001477 is maintaining bullish momentum, while RSI=58.8 is in the neutral-to-strong range and has not reached overbought levels; Bollinger Bands [0.330046, 0.409254], with the price running near and above the middle band, leaving room toward the upper band. The funding rate is -0.0016%, with shorts paying a small fee; the Fear & Greed Index is 69 (Greed).
Overall assessment: Short-term movi

#WillYouBuyDipInKoreanStocks 📉 Will You Buy the Dip in Korean Stocks?
South Korea’s stock market continues to attract attention from investors looking for opportunities during market pullbacks. When prices fall, some investors see a chance to enter at more attractive levels, while others prefer to wait for clearer signs of recovery.
But buying the dip is not always a winning strategy. A falling stock price can create an opportunity, but it can also reflect deeper concerns about company earnings, global demand, currency movements, or economic conditions. That’s why understanding the reason be

The forecast came first; the market followed
When the entire market was calling for a reversal and new highs in the early hours of October 12, Tong Ge clearly gave the call: short at 840-845, stop-loss at 850, first target 825, second target 805.
The market peaked at 84340, precisely meeting resistance in the resistance zone, while the 850 stop-loss level was never even touched; it then fell all the way to the current low of 82895, fully capturing the 1,700-point move! The first target of 825 was reached perfectly!
I said it at the time: Don't get carried away just because you see a bullish ca

U.S. stocks declined before the market opened! I had hoped U.S. stocks would bring a rebound to short! Stocks were mixed at the open! The rebound on the crypto side is currently very weak! Stay bearish and short! Boldly short during the evening session! Control your position size! Conservative traders should continue shorting near the 836 rebound level! The short-term target is 1,000 points! #Gate亮相TOKEN2049

🔥 Gate Square Daily Standouts | October 12
From market charts to the F1 track 💡
BTC bottom signals, ETH technicals, SOL narratives, earnings insights, and trackside footage. Which of today’s eight picks will you explore first?
📊 @Bit_ardizor | Monthly RSI flashes again. Is a BTC bottom forming?
https://www.gate.com/post/status/curated/24883628
🔍 @KatyPaty | Beyond bullish forecasts, what do the ETH charts say?
https://www.gate.com/zh/post/status/curated/24883738
🧩 [@Crypto_Buzz_with_Alex](gt://mention/g1iEyZX4TtVQ_yhf

🚨 JUST IN: Russia’s largest stock exchange, Moscow Exchange (MOEX), plans to allow investors to trade cryptocurrencies starting December 1.

I love AI
Translate Korean into Chinese with an accompanying image 🙏🏼

Firmly bullish; wait for a pullback to the entry zone. It's at 82,900 now, and continue targeting 84,000. #BTC涨1.17% ‌