Ragnarök, Part II — The Great Ebb Tide

1. The bubble that the AI wave has blown into global financial markets is about to burst. The window: the next 3 to 12 months.

2. The business fundamentals of the AI tech companies are already wobbling. Humanity has locked in the habit of using AI — but the habit of paying for it is nowhere near done migrating over. A whole tier of application companies is being squeezed out by Anthropic, draining the paying power at the base of the stack.

3. This AI bull cycle, 2023 to 2027, rhymes almost note for note with the dot-com bubble of 1996 to 2000. Early 2027 is, in all likelihood, the very top where this four-year cycle’s bubble bursts. And right now? We are in the late stage of this “five-wave bull market” — not the final stage.

4. We have not yet seen the final mania: the AI titans going public en masse, their share prices exploding, and a stampede of AI-native companies scrambling to list behind them. Before that last frenzy, the Nasdaq can still print new highs; standing here today, there is no need to rush the exits. The smart way to play the secondary market is not to bet on one specific event or one specific date as “the top,” but to walk out gradually, in tranches, between Q4 2026 and Q1 2027. … More Ragnarök, Part II — The Great Ebb Tide

诸神之黄昏(中)——大退潮

1.AI浪潮带来的全球金融市场泡沫行将破裂,时间窗口为未来的3-12个月。
2.AI科技公司的商业基本面已经摇摇欲坠。人类对于AI的“使用习惯”已经成型,但是付费习惯还远完成迁移。大量应用公司被Anthropic挤压,导致底层支付力进一步削弱。
3.本次AI牛市周期从2023-2027,像极了互联网泡沫时期的1996-2000。2027年初大概率就是这四年周期泡沫破裂的顶点。而当下,是这轮“牛市五浪”中的后期,而非末期。
4.目前尚未出现AI行业巨头们集体上市且股价暴涨,从而引发更多AI native公司抢着上市的疯狂终局。最后的疯狂之前,我们依然能看到纳斯达克再创新高,站在当下,不需要急着清仓。最合理对待二级市场的方式是,不赌具体某个事件或某个时间点的“大顶”,而是在2026Q4-2027Q1间分批逐步撤退。 … More 诸神之黄昏(中)——大退潮

Ragnarök, Part I — The End of the Old Financial Era

The crypto bubble has already burst. The odds and the payoff of “issuing a token” have both fallen below those of traditional equity financing. The old crypto players and their whole playbook are being flushed out almost entirely. As of Q2 2026, we are still in the early-to-middle stretch of the bear market.

The four-year cycle still exists — but its amplitude will shrink markedly and its boundaries will blur, because of how tightly crypto is now correlated with the macro financial markets.

Over the past six months, and the next six to twelve, crypto’s main theme will be tokenizing traditional financial assets, pulling traditional money on-chain, and growing the total stablecoin market cap. In this window, perp dex is the best track and the key entry point into the ecosystem; the one I back most is Lighter. Don’t expect a native crypto innovation narrative in the next 6–12 months.

BTC’s bottom for this bear cycle will land in Q4 2026, with a low of $30,000–$40,000. After that, the Nasdaq’s crash will carve out a “double bottom” — and that second low most likely won’t break below the first. Then, as the Nasdaq sinks into a long bear, BTC will grind through a trough before slowly climbing into a new cycle. … More Ragnarök, Part I — The End of the Old Financial Era

诸神之黄昏(上)——旧金融时代的终结

1.Crypto行业泡沫已然破裂,“发币”的潜在胜率和赔率都已经低到弱于传统股权融资。传统crypto的玩家和相应的玩法几乎会被全面出清。目前,2026Q2,仍处在熊市中期偏前的阶段。
2.四年周期依然存在,但是因为和宏观金融市场的高相关性,振幅会显著降低,以及边界会显得更加模糊。
3.过去的6个月,以及接下去6-12个月,币圈的主旋律将会聚焦于如何将传统金融资产代币化,从而吸收传统资金上链,增加“稳定币总市值”。这期间内,perp dex将作为重要的生态入口成为最好的赛道,其中我最认可Lighter。而未来6-12个月这段时间内很难出现币圈的原生创新叙事。
4.BTC这轮周期熊市的底部会出现在2026年Q4,低点为30000-40000美金。在这之后,会因为纳斯达克的大崩盘而出现“双底”,因此产生的第二个价格低点大概率不会低于前一个低点。而后随着纳斯达克陷入长熊,BTC会经历一段时间的低谷后慢慢上涨进入新的周期。 … More 诸神之黄昏(上)——旧金融时代的终结

History Doesn’t Repeat, But It Rhymes — Don’t Miss It This Time

Author: Tony Ling Note: This article is the full version of https://x.com/Tony_lza/status/1914223870581915770. The core views were already posted on Twitter two days ago. Let’s start with the conclusion: (1) Right now might be the best time this year to buy crypto. (2) I stand by the view I shared in my December article during the last bull run: … More History Doesn’t Repeat, But It Rhymes — Don’t Miss It This Time

历史不会重演,但会押韵——这次别再错过

作者:龙野 注:本文是(https://x.com/Tony_lza/status/1914223870581915770)的完整版,核心观点两天前在Twitter上已经发布 先讲结论: (1)就是现在,可能是今年最好的买入crypto的时机了。 (2)我坚持去年12月牛市期间我所写文章的观点: https://reurl.cc/4L6O5Y (3)除了BTC,让我再选一个能放50万美金的token,我选hyperliquid,如果是500万美金,我选SOL. 回到“节奏”本身:结构性机会再次出现 现在,很可能是今年买入 Crypto 的最佳时机之一。 这个判断,并不是凭空喊多。无论从价格结构、宏观信号,还是链上数据、资产价值演化路径来看,当前的市场状态都高度类似于 2020 年春季疫情期间的“低位重整”时刻——比特币在短短几天内暴跌至3,800美元,随后却上演了加密货币历史上最令人惊叹的反弹行情。 如今,市场似乎正在重演这一剧本。彼时,纳斯达克指数在恐慌抛售后进入了 3–4 周的震荡回升期,比特币则在两周内快速完成了底部构建,并在随后数月强劲反弹。 而这一次,从 4 月初开始的“关税战+美债利率新高”引发的短期抛售,同样让 BTC 一度快速下破 74,000,SOL 甚至短暂跌破 $100,但两者都已经迅速回稳。 目前来看,这一波底部已经基本构建完成。反观美股市场,尤其是纳指,仍处于延长震荡区间中。 换句话说:加密市场这轮的情绪修正,比传统市场走得更快、更坚决,回稳信号也更早。 这种”弱手转强手”的市场结构变化,正是大行情启动前的典型特征。回顾2020年,在3月暴跌后的6个月内,比特币上涨了超过300%。如果历史重演,当前的市场调整可能正是布局良机。 在时间与结构上,Crypto 已经走在前面。 宏观资金流的转折:从不理解到主动拥抱 这种结构性回调之外,更值得关注的是宏观层面的资金观念正在发生变化。 一个不容忽视的趋势是:传统资金正在以前所未有的速度涌入加密市场。美国现货比特币ETF的通过打开了机构投资的大门。数据显示,自1月获批以来,这些ETF已经净流入超过120亿美元的资金。 现货比特币ETF净流入总额(美元) 更值得注意的是,加密货币正在从投机工具转变为实用工具。我最近走访了深圳和义乌的多家外贸企业,发现USDT在跨境贸易结算中的使用已经相当普遍。一位从事电子产品出口的老板坦言:”现在用USDT结算比银行汇款快得多,而且手续费只有传统方式的十分之一。” 这种趋势在全球范围内都在加速。在阿根廷、土耳其等高通胀国家,民众正在用稳定币来保值资产;在东南亚,越来越多的中小企业开始接受加密货币支付。加密货币正在完成从”投机资产”到”实用工具”的转变,这一过程将带来更持久的需求支撑。 过去一个月,我和一些国内做出口生意的朋友聊天。他们本不是 Crypto 的目标用户,甚至曾经对它极度排斥。但在全球供应链重构、地缘紧张、汇兑渠道收缩的大背景下,他们开始频繁提出一些以前难以想象的问题: 你会发现:Crypto 不再只是一个“资产选择”,而是成了“现实中断”之后的资源出口。 而其中 USDT 正在变得越来越普遍:在一些跨境结算场景中,USDT 已经成为习惯工具。用他们的话说,“现在不持有 BTC 是不现实的”。 黄金与 BTC 的联动:一个历史性的领先信号 另一个很少被提及但极具信号意义的点是:黄金已经创出历史新高,并仍在加速。 4 月初,黄金一度在短短 4 天内下跌 … More 历史不会重演,但会押韵——这次别再错过

2024 & 2025: BTC’s Final Mega Cycle – The Debate Between Value and Price of BTC

1. As of the time of writing, in Q4 2024, we are at the early stage of a new bull market in the crypto space.
2. The value of BTC can be analyzed on three levels:
3. Macro level: Comparable to bonds and stocks in financial history, BTC serves as the “fuel” for a new wave of technological advancement for humanity.
4. Meso level: BTC is both the currency and the index of the inevitable digital world humanity is transitioning into.
5. Micro level: With the implementation of new regulatory frameworks, token issuance will become compliant, creating a global magnet for private investment demand.
6. This may be the last “wild west” cycle for the crypto industry and the final mega cycle where BTC has significant beta growth. This suggests that after this cycle, BTC’s beta will sharply decline, though the broader token issuance market may still offer numerous 100x alpha opportunities.
7. The peak of this BTC bull market is expected in Q4 2025, with a high price range of $160,000 to $220,000. Before that, excluding the “first wave” already underway, there are two more significant waves in the mid-phase of the bull market.
8. We are currently in the “1999 of the internet era,” meaning that after the bull market peaks in the next 12-18 months, the crypto industry may face a long winter, similar to the burst of the internet bubble in 2000-2001. Of course, this will also be an opportunity for the industry to reshuffle and reorganize. I’m looking forward to it. … More 2024 & 2025: BTC’s Final Mega Cycle – The Debate Between Value and Price of BTC

2024&2025,BTC的最后一个mega周期——BTC的价值和价格论

1. 站在本文撰写的当下,2024Q4,这就是新一轮币圈牛市的初期。
2. BTC的价值在宏观领域,从金融史上类比债券、股票,是人类科技新一轮发展的“燃料”;中观领域,是未来人类必然进入的数字世界的货币、也是指数;微观领域,则是新一轮法律监管落地,发币合规化,从而虹吸全世界民间投资需求。
3. 这或许是最后一个属于crypto行业的“草莽”周期,也是最后一个BTC有巨大beta涨幅的mega周期。这意味着,这个周期以后,BTC的beta将会大幅降低,但并不意味着广义的token发行市场,就没有百倍的alpha机会了。
4. BTC这轮牛市的顶部将出现在2025年Q4,高点为16-22万美金。在此之前,除去现在已经发生的“第一浪”,显著的牛市中期趋势还有两浪。
5. 当下是互联网时代的1999年,也就是说,未来12-18个月牛市到达顶峰后,crypto行业将会像当年2000-2001年互联网泡沫破裂一样,迎来漫长寒冬。当然,这也是行业洗牌重整的机会。我很期待。 … More 2024&2025,BTC的最后一个mega周期——BTC的价值和价格论

Premium Appraisal Models for NFT Markets

Introduction Within the constantly-evolving landscape of Non-Fungible Tokens (NFTs) [3], effective pricing models need to strike a balance between complexity and interpretability. Take, for instance, the commonly used metric of a “floor price” in NFT trading. We see that in many cases, although the floor price reflects a rough starting point and baseline metric, it … More Premium Appraisal Models for NFT Markets

The road to the future – one of the five parts of web3

Foreword: This series of articles focuses on web3, including the meaning of a series of emerging concepts such as NFTs, The Metaverse, Gamefi, and representative issues in the space. I will also describe what I think of their future from the perspective of practitioners as well as scholars. What kind of projects should be labeled … More The road to the future – one of the five parts of web3