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On November 12, according to Mempool data, Bitcoin mining difficulty is expected to drop by approximately 7.8% this weekend, its largest decline since June. Market discussions include views that some miners are shutting down their mining equipment and reallocating data center capacity and resources to AI computing. A decline in difficulty means the threshold for mining blocks is lower, improving profitability per unit of hashrate for miners that remain online.
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Why can an entrepreneur still make it to Oxford after 13 years? Dr. Han’s experience tells us: entrepreneurship isn’t about luck!

In the first year of a startup, many people rely on passion.
By the third year, many rely on perseverance.
By the tenth year, those who truly remain are often sustained by systems, teams, and the ability to continually evolve.
Dr. Han looked back on Gate’s 13-year entrepreneurial journey and shared insights on entrepreneurial resilience and team building at the Oxford Union. This experience is worth reflecting on for entrepreneurs.
Entrepreneurship has never been a
NAS100+0.00%
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Live market update
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#Gate直通IPO第三期Anthropic
My long-term use of Claude for documents, contracts, and code reviews is also the underlying reason I’m willing to subscribe to Anthropic.
Claude’s biggest differentiator isn’t flashy conversational ability, but its aptitude for long texts and complex reasoning, and its low hallucination rate—qualities that make it naturally suited to demanding enterprise use cases like compliance, risk control, legal, and R&D. Many companies wouldn’t dare hand core materials to just any model, but are willing to deploy Claude; at heart, what they’re buying is control and stability. A
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NVDA-4.49%
AMD+5.86%
$LINK Currently at 9.70, down 3.62% over 24H. The 1H trend is weak, with price below EMA20 at 9.98 and RSI at 30; the 4H trend is weaker, with EMA20 at 10.19 and RSI at 29, confirming downside momentum across both time frames. The volume ratio is only 0.55x. Watch for a sustained move above the 10.166 resistance level on increased volume before considering a rebound; if price breaks below the 9.623 support level and fails to recover, weakness is likely to continue. Going forward, monitor whether price can hold above 10.166. The signal is invalidated if volume remains insufficient or price brea
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A tank of fish, half a cup of tea, watching the market rise and fall—somehow, I’ve become more and more composed

The biggest lesson from this Bitcoin short trade is: never cling to wishful thinking in the face of a trend. After meeting resistance at 72,000 and pulling back, the price broke through multiple support levels along the way. Some rushed to buy the dip and bet on a rebound, only to get trapped step by step. Those who instead recognized the bearish trend, opened shorts on rebounds, added to positions after breakdowns, and took profits in batches, without letting interim bounces disru
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BTC-0.67%
How can out-of-sample testing help avoid mistaking random patterns in historical market data for a lasting edge?

A trading strategy that performs well in historical backtests may not be able to adapt to future markets. To reduce the risk of overfitting, out-of-sample testing is a crucial step in validating a strategy.

First, what is out-of-sample testing?

Simply put, historical data is divided into different periods: one portion is used to develop the strategy and adjust its parameters, while another is excluded from optimization and reserved specifically for testing how the strategy perfor
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◆ Midday On-chain | 11-13

Over the past 24 hours, deleveraging was Long-led, with $250 million in Long liquidations versus $8.46 million in Short liquidations. Leverage was crowded on the long side. Fear & Greed at 20 reflects a release of crowded positioning, not an allocation signal.

Past 24h was Long-led deleveraging: Long liquidations $250M vs Short $8.46M, leverage crowded on longs; Fear & Greed 20 is crowding release, not an allocation signal. BTC 68,636, -3.95%; 10-Year yield 5.103%, no macro buffer.
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BTC-0.65%
$ZEC Current price 907.04, below the lower Bollinger Band at 908.415. MA5=926.99 is below MA20=951.4, and the short-term bearish structure remains intact. Comparing active coins over the same period: $NEAR is at 3.315, down 6.20% over 24h, and $AAVE is at 110.62, down 6.22% over 24h. Both declines are slightly smaller than ZEC's 7.37%. AAVE's RSI has also fallen to 28.4, deep in oversold territory, indicating that ZEC is relatively weaker amid this sector-wide selling pressure. However, its RSI is only 31.9, and its 30-candle range is about 13.97%, significantly higher than AAVE's 10.42%. If
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AAVE-1.22%
🎙️ NVIDIA EMPLOYEES WANT JENSEN HUANG BACK!
According to WIRED, an internal post received 1,600+ comments, mostly supporting Huang's return.
88% of 232 employees in an unofficial Blind poll wanted him to remain CEO.
Employees question why he resigned before the investigation ended.
No response yet from the board.
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NVDA-4.49%
ETH remains in a major bearish trend, with the current rally representing only a weak recovery within the downtrend. The market has yet to show signs of bottoming or a trend reversal, and bears remain in control. For intraday trading, prioritize following the trend; countertrend trades should use only small positions for short-term speculation.

The key overhead resistance zone for today is 1980–2000, the dividing line for the strength of this rebound. If price stalls here, it is the main area to position for shorts. If the rebound exceeds expectations and reaches 2045, resistance will be stro
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ETH-1.26%
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#BTCDown4% #ShareWeekly
Bitcoin's $70,000 Battle: Breakdown, Recovery or a Bigger Market Reset?

Bitcoin is no longer simply approaching the $70,000 support zone. The market has tested and briefly traded below that psychological level, making the next daily and weekly closes extremely important. After struggling around $80,000 earlier in November, BTC fell toward $69,000–$70,000. The latest market snapshot showed BTC near $69,270, down approximately 6.10% over 24 hours and 8.55% over seven days. Its reported 24-hour range was roughly $68,900–$73,858. Market capitalization was around $1.40 tri
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Scumbag Watch: BTC

Looking at the weekly chart, Bitcoin’s price reached the 200-week moving average today. Normally, this area should offer some support. Scumbag bought near 68,200 today.
BTC-0.67%
How should volume be used alongside price analysis to better assess whether a breakout is sustainable?

In crypto markets, price tells us where the market is moving, while volume helps us understand the level of trading participation behind that move. Together, they can provide more clues for assessing a breakout’s credibility, but they cannot guarantee an accurate prediction.

First, understand what volume means. Volume reflects trading activity over a given period. If a price breaks through a key resistance level and volume rises noticeably at the same time, it usually indicates greater mark
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Why Is Trading Volume Not Making New Highs Alongside Price?

In the crypto market, prices keep setting new highs, and the trend still looks strong, but trading volume is gradually declining. This is worth watching because it may reflect a change in market participation. However, declining volume does not necessarily mean a reversal is imminent.

First, upward momentum may be weakening.

A new high means buyers and sellers are trading at higher prices under current conditions, but if volume is not rising alongside it, there may not be enough new participants entering the market. If buying fails
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#CandyDrop192ndWorldLiberty

𝗪𝗵𝗮𝘁 𝗺𝗮𝗸𝗲𝘀 𝗖𝗮𝗻𝗱𝘆𝗗𝗿𝗼𝗽’𝘀 𝟭𝟵𝟮𝗻𝗱 𝗰𝗮𝗺𝗽𝗮𝗶𝗴𝗻 𝘄𝗼𝗿𝘁𝗵 𝘆𝗼𝘂𝗿 𝗮𝘁𝘁𝗲𝗻𝘁𝗶𝗼𝗻, 𝗮𝗻𝗱 𝗵𝗼𝘄 𝗰𝗮𝗻 𝘆𝗼𝘂 𝗽𝗮𝗿𝘁𝗶𝗰𝗶𝗽𝗮𝘁𝗲 𝗶𝗻 𝘁𝗵𝗲 𝟵𝟬𝟲,𝟬𝟬𝟬-𝘂𝗻𝗶𝘁 𝗿𝗲𝘄𝗮𝗿𝗱 𝗽𝗼𝗼𝗹?

𝗖𝗔𝗡𝗗𝗬𝗗𝗥𝗢𝗣 𝟭𝟵𝟮𝗡𝗗: 𝗪𝗢𝗥𝗟𝗗 𝗟𝗜𝗕𝗘𝗥𝗧𝗬 𝗙𝗜𝗡𝗔𝗡𝗖𝗜𝗔𝗟 𝗕𝗥𝗜𝗡𝗚𝗦 𝗧𝗥𝗔𝗗𝗜𝗡𝗚 𝗔𝗡𝗗 𝗖𝗢𝗠𝗠𝗨𝗡𝗜𝗧𝗬 𝗥𝗘𝗪𝗔𝗥𝗗𝗦 𝗧𝗢𝗚𝗘𝗧𝗛𝗘𝗥

The 192nd CandyDrop campaign features World Liberty Financial (WLFI), giving users an opportunity to combine token trading with community participation. The campaign introduces a reward p
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WLFI-0.16%
Why Is Trading Volume Not Hitting New Highs Alongside Price?

In the crypto market, prices keep reaching new highs, and the trend still looks strong, but trading volume is gradually shrinking. This phenomenon is worth watching because it may reflect a change in market participation. However, declining volume does not necessarily mean a reversal is imminent.

First, upward momentum may be weakening.

A new high indicates that buyers and sellers are transacting at higher prices under current conditions, but if volume is not rising in tandem, it may mean there are not enough new participants. If
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What Is Walk-Forward Backtesting? Why Is One Out-of-Sample Test Still Not Enough to Prove a Strategy Is Reliable?

Passing a single out-of-sample test does not mean a trading strategy will remain effective in all market conditions. A particular market period may happen to suit the strategy, so we also need to use walk-forward backtesting to observe its performance across different time periods.

First, what is walk-forward backtesting?

Walk-forward backtesting follows chronological order, repeatedly using past data to develop or optimize a strategy, then testing its performance on a subsequen
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