我几年前就有一种直觉，认为泡沫可能是幂律本身的内在属性。我最初尝试对其进行建模的方式之一是通过对数周期框架——我知道它与幂律有某种联系，但当时还没有足够深入地探索这种联系。
@moneyordebt 后来重新激发了这种思路，并进一步推进了对数周期方法。
最近，我终于有时间坐下来更仔细地理解这种联系。
如果假设是正确的——泡沫是对数周期性的——那么长期趋势和震荡泡沫行为都可以在单一框架内统一：一个具有复数指数的幂律。
数学公式在评论中，但结果真的非常优雅。

#Gate13thAnniversaryGlobalCelebration
🎉 #Gate13thAnniversaryGlobalCelebration 🌍
慶祝在不斷發展的數字資產領域中13年的創新、韌性和增長，遠不止是一個里程碑——它是對遠景、信任和強大全球社區的見證。🚀
多年來，Gate始終專注於建立一個安全、高效且以用戶為中心的生態系統，讓全球數百萬用戶能夠充滿信心地探索新的金融機會。從擴展產品供應到提升平台性能，每一步進展都反映了對卓越和長期可持續性的承諾。💼📊
這場全球慶典不僅是回顧成就，也是擁抱未來。隨著技術的不斷進步、合規框架的加強和社區的不斷壯大，前方的旅程蘊含著更大的潛力。🌐✨
世界各地的用戶正在聚集一堂紀念這一時刻——分享經驗、策略和見解，突出協作和創新的力量。這提醒我們，這個領域中的成功不僅由市場驅動，更由相信這一願景的人們驅動。🤝🔥
當我們慶祝這一非凡的周年紀念時，重點始終明確：建立更智能的解決方案、提升用戶體驗，並為更普惠的金融未來做出貢獻。下一章即將開始，可能性是無限的。📈
向增長、進步和無數未來的里程碑乾杯！🥂🎯

Many users have some biased views on @ferra_protocol's recent points adjustment. I think this isn't a weakening, but rather removing the water to truly shift weight toward on-chain authentic behavior.
Although the Lucky Wheel event has ended, the points efficiency has clearly changed. Now Swap and LP have higher weight. For example, a $100 Swap can earn quite a few points, and trading volume, LP positions, and Premium benefits stack on top of each other.
This is actually a typical move by the project transitioning from Phase 1 (user acquisition + activity boost) to Phase 2 (filtering + retenti

實盤記錄，做到1000萬U

🚀 WLFI 突破上升 +1.81% – 成交量在增加！FDUSD 穩定在 $0.9997。尋找下一個大行情 – 你對 WLFI 的目標價是多少？📈🎯🚀 #Crypto #Trading #WLFI

比特幣熊旗
下跌即將到來

Daily and weekly charts are bullish
2020 hasn't been broken
Hoping it can reach 2500
Currently it's just oscillating back and forth
Actually nothing particularly special about the price action
Whether you can hold is the key
It's possible many people got shaken out during the fluctuations
Some are bearish
Some are bullish
Currently speaking, looking at daily and weekly charts, I'm bullish and already in position, now it's just about whether we can get this move

蘋果50周年，所以今年的蘋果18必然像iPhoneX一樣是劃時代的產品，我用了三四年的14pm今年也該退休了，從現在開始攢錢，爭取全款拿下！

U.S. Marine Corps eating lobster
Ground troops entering the field, airborne + beach assault
Kill 1000 American soldiers, immediate ceasefire😃

https://gate.com/live/video/745390f07ef54a689f15f71adba0475a?type=live&stream_id=745390f07ef54a689f15f71adba0475a&session_id=745390f07ef54a689f15f71adba0475a-1774148266&ref=VGCXUVAMVQ&ref_type=104
加入我的直播吧各位 😎

$BTC 經歷了艱難的2026年開局後，顯示出復甦跡象。
3月目前處於綠色(+2.8%)，但1月(-10.17%)和2月(-14.94%)仍歷歷在目，真正的問題是動力。如果買家繼續介入，這將是第二季的第一個信心信號

這幾天行情波動劇烈，很多朋友被套，心裡難免焦慮。
別慌，近期被套的都有解套思路和應對方案。
相信我，就像相信光明終會驅散黑暗。
現預留3個在線分析名額，免費一對一解套分析，只幫真正需要的朋友。
有需要的直接私信我。
$BTC $ETH

為什麼🧐廈門場的 OpenClaw 🦞
不給我發小帽子😭（悲）

#Share My Futures Return#
畢竟一切都下跌了。
平倉了幾個倉位。限價訂單已執行。持倉並等待上漲。
幾個倉位從盈利轉為目前虧損，但目前還不算嚴重。也在持倉中。

📣Ethereum short positions profited nearly 100 points! How should we operate going forward?
Ethereum successfully closed short positions on Friday evening, securing nearly 100 points in profit. This round of ETH rallied to 2385.78 USDT in mid-March before entering a pullback. The 4-hour timeframe has completed a downtrend following a bearish divergence. Intraday highs reached 2168.00 USDT and lows at 2045.57 USDT. Currently, capital is flowing out and the trend is biased downward. We do not recommend blindly buying the dip; strictly control positions and stop losses.
Four-hour Ethereum Core Te

【$BRUSDT】Don't get fooled, here's the real data
$BRUSDT Intraday normal fluctuation period, this consolidation is really messing with people's emotions. On the 4-hour level, MACD shows a golden cross above water but the histogram is contracting, showing signs of weakening bullish momentum. On the 1-hour level, price is repeatedly testing between the middle and lower bands of the Bollinger Bands, with dense sell orders hanging in the 0.0680 to 0.0682 zone above, forming short-term resistance. RSI at 68.3 is in the strong zone but not overheated, with extremely thick buy orders hanging in the 0

From midnight to now, the overall trend continues to follow the weak momentum from the weekend. Bitcoin has been repeatedly consolidating near the 70,000 level during the late night hours, with multiple technical rebounds failing to achieve true continuation. The strategy provided earlier remains very clear: layout around high-altitude shorting, avoid blindly chasing longs, and don't look for reversals during corrections. As morning arrived, short-sellers released concentrated pressure, causing prices to quickly drop to a low of 68,189, after which a technical rebound pulled back above 69,000.

CFTC 推出新的加密資產抵押品衍生品交易規則 - - #cftc #cryptocollateral #sec