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Serenity 的“供应链咽喉点”投资法，锋利但危险

Serenity 的方法论有真东西：沿 AI/光子供应链寻找被忽视的“咽喉点”确实可能挖到超额收益，但他把产业关键性直接外推成股价必涨、并购必来，这一步明显过火。
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2026-04-01 原文链接 ↗
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核心观点

  • 方法论是真货 他最强的部分不是追 AI 大票，而是逆向拆解供应链，找出巨头必须依赖、市场却没充分定价的窄口环节；这个框架比泛泛谈“AI 继续高增长”更有信息优势，也更容易找到非对称收益。
  • $AXTI 逻辑相对扎实，$SIVE 逻辑明显跳跃 对 $AXTI 的 InP 衬底咽喉点论证，有产业结构、地缘材料约束和既有认知差支撑，属于“可辩但站得住”；但把 NVDA/MRVL/COHR 的大额光学动作外推成 $SIVE 必然爆发、甚至高概率被收购，这中间缺了客户、量产、良率、融资和替代路线的硬证据。
  • 他抓“轮动顺序”比抓“终局正确”更值得学 Serenity 真正有 edge 的地方，是押机构资金会从 HBM/内存轮到光收发器，再轮到 ELS/SiPh/CPO；这比单纯判断“光学会起来”更有交易价值，因为收益往往来自提前一站，而不是站在终点喊对方向。
  • 高收益和高风险是绑在一起的，不是可以分开的 他一度 YTD +501% 很亮眼，但这更像集中仓位、微盘弹性、杠杆和高波动共同放大的结果，不足以单独证明其 alpha 纯度很高；如果不看失败样本、回撤路径和流动性约束，容易把高 beta 错当成高水平。
  • 宏观判断更像对冲辅助，不是同等级强项 他对伊朗、稀土、能源和市场流动性的推演有一定现实感，但“末日 ETF”这类配置带有很强事件交易色彩，可信度明显低于他对光子供应链的产业链拆解，不能混为同一层级的能力圈。

跟我们的关联

  • 对 ATou 意味着什么、下一步怎么用 这说明做判断不能只看台面上的龙头，要先画价值链再找“必须经过”的节点；下一步可以把这个方法迁移到 AI Agent、数据接入、支付、合规或工具调用层，找真正卡脖子的细分位。
  • 对 Neta 意味着什么、下一步怎么用 这提醒我们研究框架要区分“产业链洞察”和“个股映射”两层；下一步可以把 Serenity 的咽喉点模型做成模板：终局趋势、关键环节、替代风险、验证信号、融资约束，避免被叙事带着跑。
  • 对 Uota 意味着什么、下一步怎么用 这类内容很适合拿来做高质量拆解，因为它同时有硬核方法和明显争议；下一步可以围绕“框架是否成立”“个股是否被过度外推”“talking his book 边界在哪”做对照式讨论，而不是粉圈式转述。
  • 对 ATou/Neta/Uota 共同意味着什么、下一步怎么用 最大启发不是抄票，而是建立“先画系统图，再找脆弱点，再等验证”的工作流；下一步任何新赛道研究都应先把 headline winner 放一边，优先梳理上游约束和二三阶效应。

讨论引子

1. “咽喉点”在科技产业里到底是真护城河，还是一旦赚钱就会被巨头自研和二供培育迅速打穿？ 2. Serenity 对 $SIVE 的判断，究竟是超前洞察，还是典型的用产业趋势给微盘股讲过头的故事？ 3. 对外公开高频分析自己重仓的小票，边界在哪里才算研究分享，超过哪里就已经接近流动性营销？

*涵盖主题：Serenity 的背景、供应链咽喉点理论、关于 $AXTI、$SIVE、$AAOI 以及其他光子学/CPO 标的的详细论点、英伟达的光学打法、机构轮动、宏观与地缘政治看法（伊朗、稀土）、新云/能源分析、分析过程，以及对 2027–2028 年的未来预测。

***他的核心股票摘要 - **

任何公开表达强烈确信的分析师都会招来质疑，Serenity 也不例外——当你对一堆小盘股在大受众面前讲得很响，难免会被指责在吹票、拉盘。但他的战绩里也有不少有据可查、最终被基本面验证的判断：在机构进场前就抓到了光子板块的轮动，以及在 $AXTI 的咽喉点价值成为共识之前就把它梳理得很清楚。他也有过像 $VLN 这样的失败。对投资者来说，最聪明的做法是研究一个观点背后的推理，用自己的研究去压力测试，吸收能强化流程的部分，不适合的就放下。对任何人盲目确信是错误，但因为噪音就条件反射式否定好思考也同样错误。**

Serenity 是谁？**

Serenity（@aleabitoreddit）曾是 Reddit WallStreetBets 的交易员，后来转战 X，以他称之为 “S 级研究” 的免费研究迅速积累了 127,000+ 的粉丝。他的简介里写着自己是 AI/半导体供应链分析师，曾任 RISC-V FDN 和 AI 研究科学家，如今在交易 “未知的瓶颈”。他的研究方法很有辨识度——他不只是跟着新闻标题选股。他会逆向拆解整条供应链，找出别人没盯上的咽喉点，然后在机构轮动到来之前，围绕这些点构建非对称交易。

他在回复里异常高产，经常在串楼回复里做的分析，比多数付费分析师在正式报告里写的还多。在这段观察期内，他的组合总回报一度闪到 年初至今（YTD）+501.24%，但他最近也提到表现已从峰值回撤（“Not doing so well anymore”）。他通常使用约 1.4 倍保证金杠杆，把仓位集中在少数几个高确信、由论点驱动的标的上。

他的核心投资理念

供应链咽喉点理论 —— 核心框架

贯穿 Serenity 几乎所有推文的主线，是他所谓的 “咽喉点理论”。他不去买那些最大、最显眼的受益者（Nvidia、Microsoft、Meta、Google），而是去找供应链里那些狭窄、常被忽视，但大公司 必须 依赖的节点——这些节点的集中度高到，一旦出问题或被控制，整个建设推进就会失败。

他反复使用一个很有力的类比：$AXTI 海峡。 就像全球约 20% 的石油要经过霍尔木兹海峡一样，他认为 AXT Inc.（$AXTI）在光子学领域掌控着一个同样关键的咽喉点——具体来说，是 InP（Indium Phosphide，磷化铟）衬底的制造。他指出 AXTI 在一条供应链里“垂直整合了 4 个不同的咽喉点”，在西方几乎找不到同类。

他把咽喉点分成了几层来画：

  • 咽喉点 1（原材料）： $AXTI 的 InP 衬底 / 镓、铟、砷。他提到 $VNP 作为部分西方替代，但规模完全不在一个量级。

  • 咽喉点 2（pBN 坩埚）： 他提到 Shin-Etsu Chemical 可能是其中的玩家。

  • 衬底处理：他在上游 InP 衬底制造流程里，找到了一个他称为全新的“垄断/双寡头”公司（未点名，极其冷门）——“没有它，光子学的建设我认为就会崩。”

他认为美国和 $COHR 这类公司最终会掀起一轮“垂直整合式收购潮或产能锁定潮”，因为 AI 光子学的建设对这些咽喉点的依赖程度实在太危险。

精选标的 —— 高确信组合

1. $AXTI（AXT Inc.）—— 皇冠明珠级咽喉点

Serenity 形容 AXTI “基本上就是整个光子学供应链。” 他认为在 AI 产业里，InP 衬底制造这一环几乎是垄断式咽喉点，并说它应该“要么守住现在的水平，要么像迷你版 $SNDK 的瓶颈一样继续长，提价会变得很激进。”他对质疑者的回怼很直接：“多数人根本不知道自己在说什么。Samsung Foundry 或 $LITE 的 InP 工厂属于供应链的完全不同环节。”即使日内波动 15–25%，他也照拿着。他提出一个设想：如果 Martin Shkreli 这样的人进董事会，AXTI 只要把垄断定价做对，就可能成为一家 $10B+ 的公司。以当前价格他称其“fairly valued”，但“personally holding”。

2. $SIVE（Sivers Semiconductors）—— 他最有把握的新兴标的

$SIVE 是他谈得最展开、也最投入的一只。他认为它在约 2.9 亿美元市值附近属于“严重错定价”，因为它掌控着下一代共封装光学（CPO）的连续波（CW）激光光源咽喉点——而这个领域会在 2027–2028 年爆发。

他把收购论点讲得很直白：“$MRVL 的竞争对手，比如 $AVGO，可以直接把 Sivers 整体买下，把他们中短期的光子学路线图也一起拿走……市值才 ~$290m……再便宜一点就更该买了。” 他跑了一次 AI 模拟（Gemini），结果把他的逻辑几乎原样复述确认了一遍。他把 Sivers 放进了一条收购链条里：“大概就是 $SIVE → Win → $POET → Celestial → $MRVL。把上游光源直接买下来，就能用极低的代价控制 Marvell 的供应链。”

他对 $SIVE 的财务预测是：

  • 2026/2027 预期：营收 0，亏损 -$50m

  • 2028 预期：$500m 营收

  • 2029 预期：$1B 营收

  • 他称这是 “巨大的 TAM”

他买到了 $SIVE 公司约 0.5%–1% 的股份。他承认短期风险（“high volatility”），但说：“$SIVE is next, have high confidence.” 当有人指责是 meme 股时，他回怼：“我选的那些被散户和媒体‘贴上 meme 股标签’的标的，最后都变成了像 $AXTI 这样的十亿美元公司。”

他还提到 NVIDIA 向 Marvell（$MRVL）投了 20 亿美元——用于“联合硅光子学工作”——这验证了 Celestial AI 的 CPO 路线图，而这条路线在光源上高度依赖 $SIVE。

3. $AAOI（Applied Optoelectronics Inc.）—— 收发器标的

他把 AAOI 的供应链概括为：“laser → design → assembly → sells the transceiver. They have the whole supply chain.” 他也提到他们在做 ELSFPs（external light sources，外置光源），因此也在进入 CPO 方向。他把 AAOI 放进自己“复利最快”的清单里，并给出“2027 年下半年（H2 2027）光收发器带来的营收 10 倍爬坡”的判断。他说自己“刚刚在 ~$84 买了不少 $AAOI，$6.6B MC 对我来说太便宜了，尤其是他们新搞到了 $500m 的弹药库。”

他还说：“我对一年后的 $AAOI 很有信心，只是这段时间波动极大。” 对于 Herb Greenberg 针对 AXTI/AAOI 的做空报告，他不以为然：“如果你还没经历过 $AXTI 单日 15–25% 的回撤，那你多半是新来的。”

4. $MRVL（Marvell Technology）—— 长期核心

他称 $MRVL 是 “a really good long term long”。他认为英伟达 20 亿美元投资验证了 Marvell 和 Celestial AI 的光互连 fabric 的 CPO 路线图。他提到 Marvell 可以“花 $30m 买下 $SIVE 10–20%，就能锁住他们价值十亿美元的 CPO 项目。”他对 NVDA-MRVL 的合作很兴奋：“Yeah $NVDA is really pushing hard on their CPO architectural roadmap and locking in all the biggest players into their standards.”

5. $RPI（Raspberry Pi Holdings PLC）—— 囤货交易

他很早就提到过这只——二月份——当时的说法是：“Fun Trade Idea: Long $RPI (Raspberry Pi). Reason: Openclaw / Picoclaw / Nanobot + Hoarding.” 他的逻辑是：大家在囤 Apple Mac Mini，但 $AAPL 是一家 $3.7T 的公司，囤货对它的影响不大；而 $RPI 很小，规模化之后的需求脉冲会非常夸张。

他顶着噪音等到了验证——当时分析师说这是 “meme stock territory”（拿它类比 $GME）。他说：“Yeah... got tired of all the noise so just waited for earnings to validate my thesis.” 3 月 31 日，$RPI 单日 +44.76%，下一交易日又 +27.43%，同时分析师把 2026 年预测上调到 $511m。他在分析师普遍说 14% 增长时给出 55% 的营收增长预测——实际出来是 58%。他现在预计 “2027 年 11–13 倍 p/e，2026 年约 19–22 倍”。

6. $AEHR（Aehr Test Systems）—— 测试咽喉点

他把 AEHR 归为光子供应链的一部分：“AEHR does testing.” 他提到公司收到了“来自某家领先光收发器公司的新资格认证订单”。他认为它处在“类似早期 $AAOI 的阶段，正在被主要 hyperscaler 的光收发器/硅光供应链验证——在可能随时到来的放量拐点之前。”

7. $COHR（Coherent Corp.）与 $LITE（Lumentum）—— 光子生态

两者都是 NVDA 20 亿美元光学投资的受益者。他提到 $COHR 正在“try to vertically integrate up”——在 InP 衬底层面向上整合，但“还没到 feedstock/refinery level/processing”。他认为它们在“咽喉点 4”上与 $AXTI 有重叠，但也看到它们正一步步往上走。

8. CPO 版图概览（Mirae 分析师笔记）—— 他的全景地图

他发布并标注了下面这份 CPO 行业版图：

  • Scale-Across（CPO ASIC）：$AVGO, $MRVL

  • 光收发器：$COHR, $LITE, Innolight

  • DSP/PAM4：$AVGO, $MRVL

  • 相干 DCI：$CIEN, $NOK

  • OCS 设备：iPronics, Polatis

  • 光缆/光纤：$GLW, Prysmian, Furukawa

  • HCF：$LITE, $OFS

  • 光源/ELS：$SIVE（Sivers）, $AAOI, POET, Celestial AI（未上市）

他表示对 Mirae 的清单缺少几家关键 ELS 名字感到 “confused”，并说会在主号做一个 TLDR 翻译。

$NVDA 的打法论 —— 他理解下一步的框架

他有一条被转得最多的长串，解释为什么市场 “missing the implications”——忽视了英伟达 20 亿美元光学投资背后的含义。他写道：“$2B into $COHR for optical. $2B into $LITE for optical. And $2B into $MRVL for optical today. Nvidia did this exact same playbook last year.”

他解释，去年英伟达在出现巨大供给冲击之前，就锁定了所有 EML（Electro-Absorption Modulated Laser，电吸收调制激光器）产能；现在他们在下一代光互连上又在做同一套。他的结论是：像 $SIVE 这种卡在关键 CPO 供应链位置上的公司，马上会经历同样的产能锁定动态。

他的投资口号是：“这就是 $NVDA 去年那套完全一样的打法：在其他 hyperscaler 迎来巨大供给冲击之前，把 EML 产能全部锁死。这也是为什么我一直在用 $SIVE 提醒大家，下一个咽喉点就在这里。”

宏观观点与市场立场

整体市场：看空大盘，但看多少数个股

他讲得很清楚：“Overall I'm bearish on markets as a whole. However there will be clear individual winners. It's a stock pickers market right now.” 他还补了一句：“哪怕 $SPY、$MSFT、$AMZN 再崩 20%，也预期 $AAOI 能跑赢大盘。”

他之前用过保证金杠杆（最高约 1.4 倍），但在伊朗冲突升级时降到了 0 杠杆：“No, Iran conflict and Trump have too much uncertainty, and I'd rather not leverage on the way down just in case it keeps dropping.”

伊朗战争 —— 一个关键关注点

这是他反复提到的宏观主题。他把中东冲突当作双向的关键市场催化剂来盯，并为战争情景搭了一个 “末日 ETF”：

  • 25% $FAZ（金融股 3 倍做空）— “Private Market liquidity play on Middle Eastern capital abandoning private markets if all their oil fields get blown apart”

  • 25% $GUSH（原油 3 倍做多）

  • 20% $SLCID 做空

  • 10% $SQQQ

  • 10% $UVIX

  • 10% $NVDA 看跌期权

他解释：“Nvidia 仍然是 $4.1T，如果出现巨大的流动性紧缩和能源危机，伊朗把周边都炸开的话，它还有很大很大的下跌空间。仍然觉得美国在找退路/TACO，但以色列想把事继续搞下去。”

他也回应过有人问特朗普会不会结束战争：“The market are missing the implications from $NVDA investing... US indexes have shot up ON, but KOSPI (-3.55%) and Nikkei (-.85%) trading live are still down.” 关于伊朗降温的新闻，他说：“Got trolled by one of the recent media pulling old quotes. This was new one.”

他也从稀土政策角度吐槽：“Can we please... just secure our rare earths supply chains first before we do this? How are we able to spend billions on glass towers in Miami? But not subsidize all our most important AI, Robotics, and Space rare earth upstream supply chains... That are entirely dependent on [China].”

更广义的市场轮动理论

他描述了自己认为正在发生的机构轮动：“I think I nailed the institutional bottleneck rotation: → Caught the tail end of memory name rise with $SNDK, Samsung, SK Hynix, $MU → Frontran institutions with photonics with names like $AAOI, $AXTI $LITE, $COHR. → Doing it again now by adding heavily toward SiPh, ELS.”

他认为在光收发器之后，“外置光源”将是机构下一步轮动进入的类别。

关于 hyperscaler 的 CAPEX

他提到 hyperscaler 的背景：“1. Hyperscalers ($ORCL, $META, $AMZN): They're spending more than they have with profit ($GOOGL is the rare exception, and $AAPL isn't really spending much relatively). So markets are worried less worried it's translating into [demand].” 他认为即使 hyperscaler 的 capex 预测被砍 50%，光子类标的的需求情景“still going to do well”。

新云与数据中心观点

关于 Nebius（$NBIS）、IREN（$IREN）、CoreWeave（$CRWV）

他分析了三家主要的新云玩家：“其中一家会在 5 年内成为下一个 AWS。我猜是 Nebius。”他补充：“不是赢家通吃（DigitalOcean 和 Amazon 也能并存），但结构上确实有明显更优的，赢家大概率会出现。”

$IREN：他之前做多过 $IREN，但因为 $6B 的 ATM（At-The-Money 随行就市增发）转为看空：“$6,000,000,000 dilution and sales into the open market for $IREN is not 'noise.'” 他解释机制：“如果市值是 $11 Billion，而他们在公开市场对着你最多卖 $6,000,000,000 的新股——ATM 没结束之前，不会去做多。”他表示 ATM 用完后会考虑 “flipping long again”。

他也点名了高管 SBC（stock-based compensation，股权激励）的风险：“有个东西叫 SBC，$IREN 的高管可以给自己发更多股票。看看 $SNAP，这家公司每年给员工发 $1B+，股价却一直跌。”

$CRWV（CoreWeave）：“如果做多 $CRWV 还得想着别沉……市场里可能有更好的多头标的，就这么说吧。”

他对具体机制与公司的看法

关于 $MP（MP Materials）—— 稀土

“Yes $MP is paramount to national security. Again China has weaponized Rare Earths against us. It's incredibly stupid for FT and other news outlets to go and get rile up the US population... At the US government spending to secure our supply chains??? So we don't rely on Russia.” 他把 $MP 视作一条不断增强的国家安全逻辑。

关于 $LNG/$GLNG —— 战时能源交易

“Honestly... the most obvious ideas like long $LNG. Or going long on $CVXO. Are probably the best ones instead of contrarian longs in Wartime? Especially with low 18–30 IV, this would have easily been a few hundred percent gain by now.” 另一位用户提到 $LNG 时，他称其是 “good pick”。

他把 $LNG 和 $CVX 作为显而易见的战时能源多头买入，并在分享的图里显示 $LNG 年初至今 +52.74%，$CVX +35.44%。

关于 $NEXT（NextDecade）—— LNG 的长期多头

“对 $NEXT 来说，这是非常扎实的多年期多头（比如 3–5 年），尤其是产能已经卖光。LNG 量产在 2027 年上半年对吧？不过确实觉得整个板块都会得到关注。伊朗事件的主要受益者是像现在 $LNG 这样的 LNG 出口商。”

关于 $VCX（Fundrise Innovation Fund）—— 强烈警告

“Warning about $VCX. A very popular ETF with weighting toward (Anthropic, Databricks, OpenAI, Anduril, and SpaceX).” 这只基金在一天内下跌约 36.35%。他之前就一直在提醒。

关于 $ARM

他把 ARM 列为自己“复利最快”的标的之一：“$ARM — 5x revenue growth from their new AI CPU.” 他还说：“tbh I like all of the names I've mentioned. Win Semi and $ARM were the newest ones out of the bunch.”

Win Semi

他提到 Win Semi 是最近新加的：“Nope, just Win Semi so far”（有人问第二个多头仓位时）。他也把这件事归为个人偏好：“你可以用 Sk Hynix 替换 $MU / $SNDK，也可以用 $LITE 替换 $COHR。我只是说说我个人更偏好的、预期能跑赢的那些。”

关于 $ETH（以太坊）

“So I was bearish on Ethereum earlier at $3–4K. I'm actually bullish on $ETH again around $1.6K–2.2K. That said, I'm slightly bearish overall on the market due to escalating Iran tensions, and Ethereum typically isn't the flight to safety asset.”

$COIN（Coinbase）

在订阅者串里，他说自己是在 “just disrupting $COIN's business model on a Tuesday?”——指的是一段关于免费 L2 现货 DEX 平台的讨论。他问粉丝有没有 “完全免费的、给 taker 用的 L2 现货 DEX？像 Lighter 那样，但在美国可用。”他还考虑自己做一个——“感觉搞一个开源/免费的 l2 现货 DEX，当个有趣的周末项目，把 coinbase/robinhood 吓一跳。”

关于 AI 与个性化医疗

他简短谈到 AI 医疗：“个性化 AI 医疗很可能会很大。没人想早死。如果你能为一个人做到……下一代公司就会想办法把它自动化/商品化，并规模化到全世界。”他是在引用一位 CEO 用 ChatGPT 抗癌的故事。

他的思考方式 —— 分析过程

先画供应链地图

他在投资前会先建立很细的供应链地图。他引用过一份来自韩国学术来源的 CPO 价值链（他提到自己需要把它“translate”），并做了一张 “$AXTI 海峡” 的图，用视觉化的方式把光子咽喉点映射出来。他显然在做带有原创性的研究：“Yep, I spent a lot of time making this on the chart.”

用业绩验证论点，而不是追噪音

他明确说自己会等财报验证论点，而不是跟着噪音交易：“Yeah... got tired of all the noise so just waited for earnings to validate my thesis. Now $RPI is trading at roughly 2 fwd p/s as a fabless AI hardware company.” 对于 $SIVE 被质疑，他说：“总是当你最早看到某件事时，受到的质疑/怀疑也最多。”

早期逆向时更容易被骂

他在 $RPI 上吃过大量口水——记者称其为 “meme stock”、“GME territory”。他的回应是：“Just frustrating everyone on X and social media called it a 'meme stock.' When I called fundamental changes on $RPI and got it right. Now they're all silent, and then just updated their models on an AI fabless stock trading at fwd 19 P/E.”

** 二阶、三阶效应的思考**

他经常用系统层面的思考重构对话：“这严重低估了供应链与能源危机的二阶、三阶、四阶效应。如果伊朗在阿联酋和中东炸掉很多油田并导致……”他也评论过：“你会惊讶的。我们和加拿大开始打贸易仗之后，他们大概没去看供应链脆弱性。很多三阶、四阶、五阶效应，或者非常冷门的咽喉点，根本还没完全画出来。”

对抗媒体与做空方

他对财经媒体把他的股票说错这件事很直言不讳：“连普通分析师加上记者都叫 $RPI 是 ‘Meme Stock’。”他还补一句：“不知道。我的标的里，那些被散户和媒体‘贴上 meme 股标签’的，最后都成了像 $AXTI 这样的十亿美元公司。$SIVE is next, have high confidence.”

对批评者他说：“总是当你最早看到某件事时，受到的质疑/怀疑也最多。我在 $RPI 上被粉丝圈外的人喷了无穷无尽的屁话，所以这就是一段发泄。”

组合理念

他把论点和组合规模与价格分开：“我不发从 $RDDT 到 $CRCL 的仓位美元金额，因为没意义。重要的是核心论点/想法。市场里的百分比结果验证它们，而不是组合有多大、美元金额涨了多少（比如 $10M 的 0.01%）。”

关于宏观与全球地缘政治

他把地缘政治当作市场信号来跟。关键主题包括：

稀土武器化：中国对镓、铟和稀土出口的武器化，会直接影响 $AXTI。他把这看成推动美国政府加速保障供应链的催化剂，并对进展不够快感到不满。

中东/伊朗：他显然在两种情景上都做了准备——升级（通过他的末日 ETF）与降温（通过光子板块的修复）。他的光子多头是主要的情景押注。

美加贸易战：他很早就开始梳理美加贸易摩擦带来的供应链脆弱性。

AI 军备竞赛 vs. 贸易政策：“However... The World is largely interconnected now. The current administration might not realize the severity/fragility of upstream [supply chains].”

提到的关键价位与目标

  1. $AXTI | “以当前水平看算合理估值” — 持有

  2. $SIVE | ~$290m MC — “严重错定价”，期待多倍收益；2028 年营收：$500m，2029 年：$1B

  3. $AAOI | 约 ~$84 买入；2027 年下半年（H2 2027）营收 10 倍爬坡

  4. $MRVL | 很好的长期多头；NVDA 的合作验证

  5. $RPI | 2027 年 11–13x P/E，2026 年 19–22x；券商把 2026 年营收上调至 £511m

  6. $IREN | 在 $6B ATM 用完前看空（当时市值约 ~$11B MC）

  7. $ETH | 在 $1.6K–$2.2K 再次看多

  8. $NBIS | 预期 5 年内成为 “下一个 AWS”

  9. $LNG/$CVX | 强势的战时能源多头（图中显示年初至今 +52% 与 +35%）

  10. $SIVE | 由于市值极低，收购溢价可能是 “100–200%”

他对未来的预测

  1. CPO（Co-Packaged Optics）时代将是下一站 —— 他认为 2027–2028 是光子从可插拔形态向规模化 CPO 转换的窗口期，这会带来外置光源（$SIVE、$AAOI、$POET、Celestial AI）的巨大需求。

  2. 垂直整合式并购浪潮 —— 他预计 Broadcom（$AVGO）、Marvell（$MRVL）或类似玩家会在 CPO 放量之前，以 ~$280–350m 的价格直接收购 Sivers（$SIVE）。

  3. 机构轮动 —— 机构会从 HBM/内存（Phase 1）→ 光收发器（Phase 2）→ 外置光源/SiPh（Phase 3，正在开始）轮动。

  4. 稀土危机成为政策的强制触发器 —— 如果中国收紧镓/铟，美国将被迫加速对国内咽喉点的投资，从而利好 AXTI。

  5. Nebius 赢下新云竞赛 —— 他押注 $NBIS 会成为当下新云热潮里的 AWS 等价物。

  6. $RPI 继续被重估 —— 分析师仍在低估 OpenClaw/AI/囤货带来的需求激增。

  7. 光子标的比巨头更抗跌 —— 即便 $SPY 再跌 20%，他也预期 $AAOI 等光子标的能跑赢。

性格与风格备注

Serenity 好斗但自洽。他愿意承认错误（“Yeah, I underestimated Trump a bit on Iran”），也会用新数据更新论点。他看不上表面分析，当记者或散户在不了解供应链背景时讨论他的股票，他会明显烦躁。

他显然享受这种智力挑战——他把 “shower thoughts” 当成严肃的分析框架，用 AI（Gemini）给自己的论点做压力测试，还提到在发布原帖后，有行业高管就 $SIVE 的话题来找过他。

他的风格以基本面为先，但也对衍生品与波动非常敏感——他在 $EWY 交易里画过 Jane Street 的算法，并经常思考期权链条的动态。他把自己的分析范围描述为：“macro、micro/company-level 和衍生品技术面，然后把它们整合成一个容易理解的包。”

尽管他有 127K 的关注和接近机构级的研究质量，他的气质仍然很“散户”——他不追求董事席位，会提醒粉丝稀释机制，也会承认自己什么时候仓位失衡。

本文仅供信息与教育用途，不构成任何投资建议。投资任何文中提到的证券前，请自行研究。本文在 claude co-work 的帮助下完成。

*Topics covered: Serenity’s background, Supply Chain Chokepoint Theory, detailed theses on $AXTI, $SIVE, $AAOI and other photonics/CPO plays, Nvidia’s optical playbook, institutional rotation, macro/geopolitical views (Iran, rare earths), neocloud/energy analysis, analytical process, and future predictions for 2027–2028.

*涵盖主题：Serenity 的背景、供应链咽喉点理论、关于 $AXTI、$SIVE、$AAOI 以及其他光子学/CPO 标的的详细论点、英伟达的光学打法、机构轮动、宏观与地缘政治看法（伊朗、稀土）、新云/能源分析、分析过程，以及对 2027–2028 年的未来预测。

***Summary of his key stocks - **

***他的核心股票摘要 - **

Any analyst with strong public conviction attracts criticism, and Serenity is no exception - accusations of pumping positions come with the territory when you're vocal about small-cap names to a large audience. That said, his track record includes several well-documented calls that played out on fundamentals: identifying the photonics rotation before institutions arrived, and mapping $AXTI's chokepoint value long before it became consensus. He has had his share of failures like $VLN. The smartest thing any investor can do is study the reasoning behind someone's ideas, stress-test it against your own research, absorb what strengthens your process, and simply move past what doesn't. Blind conviction in anyone is a mistake - but so is reflexively dismissing good thinking because of noise.**

任何公开表达强烈确信的分析师都会招来质疑，Serenity 也不例外——当你对一堆小盘股在大受众面前讲得很响，难免会被指责在吹票、拉盘。但他的战绩里也有不少有据可查、最终被基本面验证的判断：在机构进场前就抓到了光子板块的轮动，以及在 $AXTI 的咽喉点价值成为共识之前就把它梳理得很清楚。他也有过像 $VLN 这样的失败。对投资者来说，最聪明的做法是研究一个观点背后的推理，用自己的研究去压力测试，吸收能强化流程的部分，不适合的就放下。对任何人盲目确信是错误，但因为噪音就条件反射式否定好思考也同样错误。**

Who Is Serenity?**

Serenity 是谁？**

Serenity (@aleabitoreddit) is a former Reddit WallStreetBets trader who migrated to X and has rapidly built a 127,000+ follower base with what he calls "S tier research" distributed for free. His bio describes him as an AI/Semi Supply Chain Analyst and former RISC-V FDN and AI research scientist "now trading unknown bottlenecks." His methodology is distinctive — he does not just pick stocks from headlines. He reverse-engineers entire supply chains, finds chokepoints nobody else is watching, and then constructs asymmetric trades around them before institutional rotation arrives.

Serenity（@aleabitoreddit）曾是 Reddit WallStreetBets 的交易员，后来转战 X，以他称之为 “S 级研究” 的免费研究迅速积累了 127,000+ 的粉丝。他的简介里写着自己是 AI/半导体供应链分析师，曾任 RISC-V FDN 和 AI 研究科学家，如今在交易 “未知的瓶颈”。他的研究方法很有辨识度——他不只是跟着新闻标题选股。他会逆向拆解整条供应链，找出别人没盯上的咽喉点，然后在机构轮动到来之前，围绕这些点构建非对称交易。

He's extraordinarily vocal in replies, often doing more analysis in his thread responses than most paid analysts do in formal reports. His total portfolio return at one point in the review period flashed +501.24% YTD, though he noted more recently that performance has pulled back from peak ("Not doing so well anymore"). He typically runs ~1.4x margin, concentrating into a small set of high-conviction thesis-driven names.

他在回复里异常高产，经常在串楼回复里做的分析，比多数付费分析师在正式报告里写的还多。在这段观察期内，他的组合总回报一度闪到 年初至今（YTD）+501.24%，但他最近也提到表现已从峰值回撤（“Not doing so well anymore”）。他通常使用约 1.4 倍保证金杠杆，把仓位集中在少数几个高确信、由论点驱动的标的上。

His Core Investment Philosophy

他的核心投资理念

Supply Chain Chokepoint Theory — The Central Framework

供应链咽喉点理论 —— 核心框架

The single most defining thread throughout all of Serenity's tweets is what could be called his "Chokepoint Theory." He does not invest in the big, obvious beneficiaries (Nvidia, Microsoft, Meta, Google) but instead hunts for the narrow, often-overlooked nodes in the supply chain that the big companies must depend on — nodes so concentrated that if they fail or get controlled, the entire buildout fails.

贯穿 Serenity 几乎所有推文的主线，是他所谓的 “咽喉点理论”。他不去买那些最大、最显眼的受益者（Nvidia、Microsoft、Meta、Google），而是去找供应链里那些狭窄、常被忽视，但大公司 必须 依赖的节点——这些节点的集中度高到，一旦出问题或被控制，整个建设推进就会失败。

He uses a powerful analogy repeatedly: The Strait of $AXTI. Just as 20% of global oil passes through the Strait of Hormuz, he argues that AXT Inc. ($AXTI) controls a similarly critical chokepoint for photonics — specifically InP (Indium Phosphide) substrate creation. He notes that AXTI "vertically integrates 4 different chokepoints under 1 supply chain," making it unlike anything else in the West.

他反复使用一个很有力的类比：$AXTI 海峡。 就像全球约 20% 的石油要经过霍尔木兹海峡一样，他认为 AXT Inc.（$AXTI）在光子学领域掌控着一个同样关键的咽喉点——具体来说，是 InP（Indium Phosphide，磷化铟）衬底的制造。他指出 AXTI 在一条供应链里“垂直整合了 4 个不同的咽喉点”，在西方几乎找不到同类。

He maps chokepoints across several layers:

他把咽喉点分成了几层来画：

  • Chokepoint 1 (raw materials): $AXTI for InP substrates / gallium, indium, arsenic. He mentions $VNP as a partial Western alternative but nothing on the same scale.
  • 咽喉点 1（原材料）： $AXTI 的 InP 衬底 / 镓、铟、砷。他提到 $VNP 作为部分西方替代，但规模完全不在一个量级。
  • Chokepoint 2 (pBN Crucibles): Shin-Etsu Chemical is mentioned as a possible player.
  • 咽喉点 2（pBN 坩埚）： 他提到 Shin-Etsu Chemical 可能是其中的玩家。
  • Substrate processing: He found what he describes as a brand-new "monopoly/duopoly" company (unnamed, extremely obscure) in the upstream InP substrate creation process — "without it I think the photonics buildout goes down."
  • 衬底处理：他在上游 InP 衬底制造流程里，找到了一个他称为全新的“垄断/双寡头”公司（未点名，极其冷门）——“没有它，光子学的建设我认为就会崩。”

He believes the U.S. and companies like $COHR will eventually embark on a "vertical integration buying spree or capacity securing spree" because of how dangerously dependent the AI photonics buildout is on these chokepoints.

他认为美国和 $COHR 这类公司最终会掀起一轮“垂直整合式收购潮或产能锁定潮”，因为 AI 光子学的建设对这些咽喉点的依赖程度实在太危险。

Top Stock Picks — The Conviction Portfolio

精选标的 —— 高确信组合

1. $AXTI (AXT Inc.) — The Crown Jewel Chokepoint

1. $AXTI（AXT Inc.）—— 皇冠明珠级咽喉点

Serenity describes AXTI as "basically the entire photonics supply chain." He believes it's a monopolistic chokepoint over the AI industry specifically for InP substrate creation and says it should "hold current levels or keep growing like a mini $SNDK bottleneck/price hiking gets severe." He responds to critics harshly: "Majority of folks have 0 clue what they're talking about. Samsung Foundry or $LITE InP fab are completely different parts of the supply chain." He holds it despite 15–25% daily swings. He floats the thesis that if a figure like Martin Shkreli joined the board, AXTI could be a $10B+ company by pricing its monopoly appropriately. At current prices he calls it "fairly valued" but is "personally holding."

Serenity 形容 AXTI “基本上就是整个光子学供应链。” 他认为在 AI 产业里，InP 衬底制造这一环几乎是垄断式咽喉点，并说它应该“要么守住现在的水平，要么像迷你版 $SNDK 的瓶颈一样继续长，提价会变得很激进。”他对质疑者的回怼很直接：“多数人根本不知道自己在说什么。Samsung Foundry 或 $LITE 的 InP 工厂属于供应链的完全不同环节。”即使日内波动 15–25%，他也照拿着。他提出一个设想：如果 Martin Shkreli 这样的人进董事会，AXTI 只要把垄断定价做对，就可能成为一家 $10B+ 的公司。以当前价格他称其“fairly valued”，但“personally holding”。

2. $SIVE (Sivers Semiconductors) — His Highest Conviction Emerging Play

2. $SIVE（Sivers Semiconductors）—— 他最有把握的新兴标的

$SIVE is the stock he talks about most expansively and emotionally. He argues it is "grossly mispriced" at roughly $290m market cap because it controls the CW (continuous wave) laser light source chokepoint for the next generation of Co-Packaged Optics (CPO) — a field that will explode 2027–2028.

$SIVE 是他谈得最展开、也最投入的一只。他认为它在约 2.9 亿美元市值附近属于“严重错定价”，因为它掌控着下一代共封装光学（CPO）的连续波（CW）激光光源咽喉点——而这个领域会在 2027–2028 年爆发。

He outlines his acquisition thesis explicitly: "A competitor to $MRVL like $AVGO can just buy Sivers outright and their near-medium term photonics roadmap... At ~$290m... if it gets any cheaper." He ran an AI simulation (Gemini) and it confirmed his logic verbatim. He places Sivers in the acquisition chain: "It goes $SIVE → Win → $POET → Celestial → $MRVL basically. You just buy out the upstream light source and Marvell's supply chain gets controlled for dirt cheap."

他把收购论点讲得很直白：“$MRVL 的竞争对手，比如 $AVGO，可以直接把 Sivers 整体买下，把他们中短期的光子学路线图也一起拿走……市值才 ~$290m……再便宜一点就更该买了。” 他跑了一次 AI 模拟（Gemini），结果把他的逻辑几乎原样复述确认了一遍。他把 Sivers 放进了一条收购链条里：“大概就是 $SIVE → Win → $POET → Celestial → $MRVL。把上游光源直接买下来，就能用极低的代价控制 Marvell 的供应链。”

His financial projections for $SIVE:

他对 $SIVE 的财务预测是：

  • 2026/2027 expectations: 0 revenue, -$50m loss
  • 2026/2027 预期：营收 0，亏损 -$50m
  • 2028 expectations: $500m revenue
  • 2028 预期：$500m 营收
  • 2029 expectations: $1B revenue
  • 2029 预期：$1B 营收
  • He calls this "massive TAM"
  • 他称这是 “巨大的 TAM”

He bought ~0.5%–1% of $SIVE as a company. He acknowledges the short-term risk ("high volatility") but says: "$SIVE is next, have high confidence." When meme-stock accusations come, he fires back: "All the retail and news 'labelled meme stocks' for my picks ended up becoming billion dollar companies like $AXTI."

他买到了 $SIVE 公司约 0.5%–1% 的股份。他承认短期风险（“high volatility”），但说：“$SIVE is next, have high confidence.” 当有人指责是 meme 股时，他回怼：“我选的那些被散户和媒体‘贴上 meme 股标签’的标的，最后都变成了像 $AXTI 这样的十亿美元公司。”

He notes NVIDIA's $2B investment into Marvell ($MRVL) — for "joint silicon photonics work" — validates the Celestial AI CPO roadmap, which depends heavily on $SIVE as the light source.

他还提到 NVIDIA 向 Marvell（$MRVL）投了 20 亿美元——用于“联合硅光子学工作”——这验证了 Celestial AI 的 CPO 路线图，而这条路线在光源上高度依赖 $SIVE。

3. $AAOI (Applied Optoelectronics Inc.) — The Transceiver Play

3. $AAOI（Applied Optoelectronics Inc.）—— 收发器标的

He describes AAOI's supply chain as "laser → design → assembly → sells the transceiver. They have the whole supply chain." He also notes they're building ELSFPs (external light sources) so they're entering the CPO side too. He puts AAOI in his "fastest compounds" list with a "10x revenue ramp from optical transceivers H2 2027." He bought "a decent amount of $AAOI at ~$84 just now, $6.6B MC feels way too cheap for me, especially with their new $500m warchest."

他把 AAOI 的供应链概括为：“laser → design → assembly → sells the transceiver. They have the whole supply chain.” 他也提到他们在做 ELSFPs（external light sources，外置光源），因此也在进入 CPO 方向。他把 AAOI 放进自己“复利最快”的清单里，并给出“2027 年下半年（H2 2027）光收发器带来的营收 10 倍爬坡”的判断。他说自己“刚刚在 ~$84 买了不少 $AAOI，$6.6B MC 对我来说太便宜了，尤其是他们新搞到了 $500m 的弹药库。”

He says: "I have high confidence in $AAOI in 1 year time. Just this time period has extreme volatility." On the Herb Greenberg short report on AXTI/AAOI, he dismisses it: "You must be new here with $AXTI if you haven't experienced 15–25% daily drawdowns."

他还说：“我对一年后的 $AAOI 很有信心，只是这段时间波动极大。” 对于 Herb Greenberg 针对 AXTI/AAOI 的做空报告，他不以为然：“如果你还没经历过 $AXTI 单日 15–25% 的回撤，那你多半是新来的。”

4. $MRVL (Marvell Technology) — Long-Term Core

4. $MRVL（Marvell Technology）—— 长期核心

He calls $MRVL "a really good long term long." He believes Nvidia's $2B investment validates Marvell and Celestial AI's optical fabric CPO roadmap. He notes Marvell can "buy 10–20% of $SIVE for $30m and secure their billion dollar CPO program." He is excited by the NVDA-MRVL deal: "Yeah $NVDA is really pushing hard on their CPO architectural roadmap and locking in all the biggest players into their standards."

他称 $MRVL 是 “a really good long term long”。他认为英伟达 20 亿美元投资验证了 Marvell 和 Celestial AI 的光互连 fabric 的 CPO 路线图。他提到 Marvell 可以“花 $30m 买下 $SIVE 10–20%，就能锁住他们价值十亿美元的 CPO 项目。”他对 NVDA-MRVL 的合作很兴奋：“Yeah $NVDA is really pushing hard on their CPO architectural roadmap and locking in all the biggest players into their standards.”

5. $RPI (Raspberry Pi Holdings PLC) — The Hoarding Play

5. $RPI（Raspberry Pi Holdings PLC）—— 囤货交易

He called this one early — in February — as a "Fun Trade Idea: Long $RPI (Raspberry Pi). Reason: Openclaw / Picoclaw / Nanobot + Hoarding." The thesis: while people were hoarding Apple Mac Minis, $AAPL is a $3.7T company and product hoarding won't move the needle. But $RPI is tiny and demand spikes are massive at scale.

他很早就提到过这只——二月份——当时的说法是：“Fun Trade Idea: Long $RPI (Raspberry Pi). Reason: Openclaw / Picoclaw / Nanobot + Hoarding.” 他的逻辑是：大家在囤 Apple Mac Mini，但 $AAPL 是一家 $3.7T 的公司，囤货对它的影响不大；而 $RPI 很小，规模化之后的需求脉冲会非常夸张。

He waited through noise while analysts called it "meme stock territory" (comparing it to $GME). He notes: "Yeah... got tired of all the noise so just waited for earnings to validate my thesis." On March 31, $RPI posted +44.76% in a single day and then +27.43% the next session, with analysts raising 2026 forecasts to $511m. He projected 55% revenue growth when analysts were saying 14% — actual came in at 58%. He now projects "11–13x p/e projections for 2027 and ~19–22x for 2026."

他顶着噪音等到了验证——当时分析师说这是 “meme stock territory”（拿它类比 $GME）。他说：“Yeah... got tired of all the noise so just waited for earnings to validate my thesis.” 3 月 31 日，$RPI 单日 +44.76%，下一交易日又 +27.43%，同时分析师把 2026 年预测上调到 $511m。他在分析师普遍说 14% 增长时给出 55% 的营收增长预测——实际出来是 58%。他现在预计 “2027 年 11–13 倍 p/e，2026 年约 19–22 倍”。

6. $AEHR (Aehr Test Systems) — Testing Chokepoint

6. $AEHR（Aehr Test Systems）—— 测试咽喉点

He categorizes AEHR as part of the photonics supply chain: "AEHR does testing." He notes the company received "new qualification orders from a leading optical transceiver company." He believes it's in the "early $AAOI stage where it's getting tested by major hyperscaler supply chains for optical transceivers/silicon photonics. Before the mass volume inflection point that may be at any time."

他把 AEHR 归为光子供应链的一部分：“AEHR does testing.” 他提到公司收到了“来自某家领先光收发器公司的新资格认证订单”。他认为它处在“类似早期 $AAOI 的阶段，正在被主要 hyperscaler 的光收发器/硅光供应链验证——在可能随时到来的放量拐点之前。”

7. $COHR (Coherent Corp.) and $LITE (Lumentum) — Photonics Ecosystem

7. $COHR（Coherent Corp.）与 $LITE（Lumentum）—— 光子生态

Both are beneficiaries of the NVDA $2B optical investment. He notes $COHR is "trying to vertically integrate up" — doing so at the InP substrate level, but "not feedstock/refinery level/processing yet." He sees overlap with $AXTI at "chokepoint 4" but sees them working their way up.

两者都是 NVDA 20 亿美元光学投资的受益者。他提到 $COHR 正在“try to vertically integrate up”——在 InP 衬底层面向上整合，但“还没到 feedstock/refinery level/processing”。他认为它们在“咽喉点 4”上与 $AXTI 有重叠，但也看到它们正一步步往上走。

8. CPO Landscape Overview (Mirae Analyst Note) — His Full Map

8. CPO 版图概览（Mirae 分析师笔记）—— 他的全景地图

He published and annotated the following CPO industry landscape:

他发布并标注了下面这份 CPO 行业版图：

  • Scale-Across (CPO ASIC): $AVGO, $MRVL
  • Scale-Across（CPO ASIC）：$AVGO, $MRVL
  • Optical Transceiver: $COHR, $LITE, Innolight
  • 光收发器：$COHR, $LITE, Innolight
  • DSP/PAM4: $AVGO, $MRVL
  • DSP/PAM4：$AVGO, $MRVL
  • Coherent DCI: $CIEN, $NOK
  • 相干 DCI：$CIEN, $NOK
  • OCS Equipment: iPronics, Polatis
  • OCS 设备：iPronics, Polatis
  • Optical Cable/Fiber: $GLW, Prysmian, Furukawa
  • 光缆/光纤：$GLW, Prysmian, Furukawa
  • HCF: $LITE, $OFS
  • HCF：$LITE, $OFS
  • Light Source/ELS: $SIVE (Sivers), $AAOI, POET, Celestial AI (unlisted)
  • 光源/ELS：$SIVE（Sivers）, $AAOI, POET, Celestial AI（未上市）

He notes he was "confused" by the Mirae list missing several key ELS names and said he'd do a TLDR translation on his main account.

他表示对 Mirae 的清单缺少几家关键 ELS 名字感到 “confused”，并说会在主号做一个 TLDR 翻译。

The $NVDA Playbook Thesis — His Framework for Understanding the Next Move

$NVDA 的打法论 —— 他理解下一步的框架

One of his most-shared threads explains why the market is "missing the implications" of Nvidia's $2B optical investments. He writes: "$2B into $COHR for optical. $2B into $LITE for optical. And $2B into $MRVL for optical today. Nvidia did this exact same playbook last year."

他有一条被转得最多的长串，解释为什么市场 “missing the implications”——忽视了英伟达 20 亿美元光学投资背后的含义。他写道：“$2B into $COHR for optical. $2B into $LITE for optical. And $2B into $MRVL for optical today. Nvidia did this exact same playbook last year.”

Last year, he explains, Nvidia secured all EML (Electro-Absorption Modulated Laser) capacity before there was a massive supply shock. Now they're doing the same with next-gen optical interconnects. His conclusion: companies holding critical CPO supply chain positions like $SIVE are about to experience the same capacity lock-in dynamics.

他解释，去年英伟达在出现巨大供给冲击之前，就锁定了所有 EML（Electro-Absorption Modulated Laser，电吸收调制激光器）产能；现在他们在下一代光互连上又在做同一套。他的结论是：像 $SIVE 这种卡在关键 CPO 供应链位置上的公司，马上会经历同样的产能锁定动态。

His investment slogan: "This is the exact playbook $NVDA did securing all the EML capacity before there was a massive supply shock for the rest of the hyperscalers. That's why I've been sounding the alarm with $SIVE in the next chokepoint."

他的投资口号是：“这就是 $NVDA 去年那套完全一样的打法：在其他 hyperscaler 迎来巨大供给冲击之前，把 EML 产能全部锁死。这也是为什么我一直在用 $SIVE 提醒大家，下一个咽喉点就在这里。”

Macro Views and Market Stance

宏观观点与市场立场

Overall Market: Bearish on the Broad Market, But Bullish on Select Names

整体市场：看空大盘，但看多少数个股

He states clearly: "Overall I'm bearish on markets as a whole. However there will be clear individual winners. It's a stock pickers market right now." He adds: "Let's just say even if $SPY, $MSFT, $AMZN crashes another 20% I expect $AAOI to outperform the market."

他讲得很清楚：“Overall I'm bearish on markets as a whole. However there will be clear individual winners. It's a stock pickers market right now.” 他还补了一句：“哪怕 $SPY、$MSFT、$AMZN 再崩 20%，也预期 $AAOI 能跑赢大盘。”

He was on margin (up to ~1.4x) but wound down to 0 margin on the Iran conflict escalation: "No, Iran conflict and Trump have too much uncertainty, and I'd rather not leverage on the way down just in case it keeps dropping."

他之前用过保证金杠杆（最高约 1.4 倍），但在伊朗冲突升级时降到了 0 杠杆：“No, Iran conflict and Trump have too much uncertainty, and I'd rather not leverage on the way down just in case it keeps dropping.”

Iran War — A Major Focus

伊朗战争 —— 一个关键关注点

This is a recurring macro theme. He watches the Middle East conflict closely as a key market catalyst in both directions. He built a "Doomsday ETF" for the war scenario:

这是他反复提到的宏观主题。他把中东冲突当作双向的关键市场催化剂来盯，并为战争情景搭了一个 “末日 ETF”：

  • 25% $FAZ (3x Short Financial) — "Private Market liquidity play on Middle Eastern capital abandoning private markets if all their oil fields get blown apart"
  • 25% $FAZ（金融股 3 倍做空）— “Private Market liquidity play on Middle Eastern capital abandoning private markets if all their oil fields get blown apart”
  • 25% $GUSH (3x Long Oil)
  • 25% $GUSH（原油 3 倍做多）
  • 20% $SLCID Short
  • 20% $SLCID 做空
  • 10% $SQQQ
  • 10% $SQQQ
  • 10% $UVIX
  • 10% $UVIX
  • 10% $NVDA Puts
  • 10% $NVDA 看跌期权

He explains: "Nvidia is still $4.1T, in a massive liquidity crunch and energy crisis, it can fall a lot, lot further if Iran blows everything around it up. Still think US is looking for an off ramp/TACO but Israel is looking to keep things going."

他解释：“Nvidia 仍然是 $4.1T，如果出现巨大的流动性紧缩和能源危机，伊朗把周边都炸开的话，它还有很大很大的下跌空间。仍然觉得美国在找退路/TACO，但以色列想把事继续搞下去。”

He also responded to a query about Trump ending the war: "The market are missing the implications from $NVDA investing... US indexes have shot up ON, but KOSPI (-3.55%) and Nikkei (-.85%) trading live are still down." On Iran de-escalation news: "Got trolled by one of the recent media pulling old quotes. This was new one."

他也回应过有人问特朗普会不会结束战争：“The market are missing the implications from $NVDA investing... US indexes have shot up ON, but KOSPI (-3.55%) and Nikkei (-.85%) trading live are still down.” 关于伊朗降温的新闻，他说：“Got trolled by one of the recent media pulling old quotes. This was new one.”

He commented on the rare earths policy angle: "Can we please... just secure our rare earths supply chains first before we do this? How are we able to spend billions on glass towers in Miami? But not subsidize all our most important AI, Robotics, and Space rare earth upstream supply chains... That are entirely dependent on [China]."

他也从稀土政策角度吐槽：“Can we please... just secure our rare earths supply chains first before we do this? How are we able to spend billions on glass towers in Miami? But not subsidize all our most important AI, Robotics, and Space rare earth upstream supply chains... That are entirely dependent on [China].”

Broader Market Rotation Theory

更广义的市场轮动理论

He articulates what he believes is the institutional rotation happening: "I think I nailed the institutional bottleneck rotation: → Caught the tail end of memory name rise with $SNDK, Samsung, SK Hynix, $MU → Frontran institutions with photonics with names like $AAOI, $AXTI $LITE, $COHR. → Doing it again now by adding heavily toward SiPh, ELS."

他描述了自己认为正在发生的机构轮动：“I think I nailed the institutional bottleneck rotation: → Caught the tail end of memory name rise with $SNDK, Samsung, SK Hynix, $MU → Frontran institutions with photonics with names like $AAOI, $AXTI $LITE, $COHR. → Doing it again now by adding heavily toward SiPh, ELS.”

He believes "external light sources" is the next category institutional investors rotate into after optical transceivers.

他认为在光收发器之后，“外置光源”将是机构下一步轮动进入的类别。

On Hyperscaler CAPEX

关于 hyperscaler 的 CAPEX

He notes the hyperscaler context: "1. Hyperscalers ($ORCL, $META, $AMZN): They're spending more than they have with profit ($GOOGL is the rare exception, and $AAPL isn't really spending much relatively). So markets are worried less worried it's translating into [demand]." He believes hyperscaler capex projections being cut 50% still leaves demand scenarios for photonics names "still going to do well."

他提到 hyperscaler 的背景：“1. Hyperscalers ($ORCL, $META, $AMZN): They're spending more than they have with profit ($GOOGL is the rare exception, and $AAPL isn't really spending much relatively). So markets are worried less worried it's translating into [demand].” 他认为即使 hyperscaler 的 capex 预测被砍 50%，光子类标的的需求情景“still going to do well”。

Neocloud and Data Center Views

新云与数据中心观点

On Nebius ($NBIS), IREN ($IREN), CoreWeave ($CRWV)

关于 Nebius（$NBIS）、IREN（$IREN）、CoreWeave（$CRWV）

He analyzed the three major neocloud players: "One of them ends up as the next AWS in 5 years. My guess it's Nebius." He elaborated: "It's not winner takes all (DigitalOcean is there with Amazon), but there's clearly superior structures and likely winners."

他分析了三家主要的新云玩家：“其中一家会在 5 年内成为下一个 AWS。我猜是 Nebius。”他补充：“不是赢家通吃（DigitalOcean 和 Amazon 也能并存），但结构上确实有明显更优的，赢家大概率会出现。”

$IREN: He was long $IREN previously but flipped bearish due to the $6B ATM (At-The-Money share offering): "$6,000,000,000 dilution and sales into the open market for $IREN is not 'noise.'" He explains the mechanism: "If the marketcap is $11 Billion and they're selling up to $6,000,000,000 worth of new shares against you in the open market — I would not go long until the ATM is finished." He says he'd consider "flipping long again" after the ATM is exhausted.

$IREN：他之前做多过 $IREN，但因为 $6B 的 ATM（At-The-Money 随行就市增发）转为看空：“$6,000,000,000 dilution and sales into the open market for $IREN is not 'noise.'” 他解释机制：“如果市值是 $11 Billion，而他们在公开市场对着你最多卖 $6,000,000,000 的新股——ATM 没结束之前，不会去做多。”他表示 ATM 用完后会考虑 “flipping long again”。

He also called out the executive SBC (stock-based compensation) problem: "There's something called SBC where $IREN executives can issue more shares to themselves. Take a look at $SNAP, the company awards employees $1B+ every year while stock prices keep dropping."

他也点名了高管 SBC（stock-based compensation，股权激励）的风险：“有个东西叫 SBC，$IREN 的高管可以给自己发更多股票。看看 $SNAP，这家公司每年给员工发 $1B+，股价却一直跌。”

$CRWV (CoreWeave): "If you have to think about almost not sinking for $CRWV... there's probably better longs out there in the market, just saying."

$CRWV（CoreWeave）：“如果做多 $CRWV 还得想着别沉……市场里可能有更好的多头标的，就这么说吧。”

His Views on Specific Dynamics and Companies

他对具体机制与公司的看法

On $MP (MP Materials) — Rare Earths

关于 $MP（MP Materials）—— 稀土

"Yes $MP is paramount to national security. Again China has weaponized Rare Earths against us. It's incredibly stupid for FT and other news outlets to go and get rile up the US population... At the US government spending to secure our supply chains??? So we don't rely on Russia." He considers $MP a growing national security play.

“Yes $MP is paramount to national security. Again China has weaponized Rare Earths against us. It's incredibly stupid for FT and other news outlets to go and get rile up the US population... At the US government spending to secure our supply chains??? So we don't rely on Russia.” 他把 $MP 视作一条不断增强的国家安全逻辑。

On $LNG/$GLNG — Energy War Plays

关于 $LNG/$GLNG —— 战时能源交易

"Honestly... the most obvious ideas like long $LNG. Or going long on $CVXO. Are probably the best ones instead of contrarian longs in Wartime? Especially with low 18–30 IV, this would have easily been a few hundred percent gain by now." He called $LNG a "good pick" when another user mentioned it.

“Honestly... the most obvious ideas like long $LNG. Or going long on $CVXO. Are probably the best ones instead of contrarian longs in Wartime? Especially with low 18–30 IV, this would have easily been a few hundred percent gain by now.” 另一位用户提到 $LNG 时，他称其是 “good pick”。

He bought $LNG and $CVX as obvious energy war plays, showing +52.74% YTD for $LNG and +35.44% for $CVX in charts he shared.

他把 $LNG 和 $CVX 作为显而易见的战时能源多头买入，并在分享的图里显示 $LNG 年初至今 +52.74%，$CVX +35.44%。

On $NEXT (NextDecade) — LNG Long-Term

关于 $NEXT（NextDecade）—— LNG 的长期多头

"Extremely solid multi-year long (eg. 3–5 years) for $NEXT, especially when capacity is sold out already. LNG production is first half of 2027 though? Though I do think the sector as a whole will get attention. The main beneficiaries of Iran are the LNG exporters like $LNG now."

“对 $NEXT 来说，这是非常扎实的多年期多头（比如 3–5 年），尤其是产能已经卖光。LNG 量产在 2027 年上半年对吧？不过确实觉得整个板块都会得到关注。伊朗事件的主要受益者是像现在 $LNG 这样的 LNG 出口商。”

On $VCX (Fundrise Innovation Fund) — Strong Warning

关于 $VCX（Fundrise Innovation Fund）—— 强烈警告

"Warning about $VCX. A very popular ETF with weighting toward (Anthropic, Databricks, OpenAI, Anduril, and SpaceX)." The fund dropped ~36.35% in a single day. He had been warning about it earlier.

“Warning about $VCX. A very popular ETF with weighting toward (Anthropic, Databricks, OpenAI, Anduril, and SpaceX).” 这只基金在一天内下跌约 36.35%。他之前就一直在提醒。

On $ARM

关于 $ARM

He lists ARM as one of his "fastest compound" plays: "$ARM — 5x revenue growth from their new AI CPU." He also noted that "tbh I like all of the names I've mentioned. Win Semi and $ARM were the newest ones out of the bunch."

他把 ARM 列为自己“复利最快”的标的之一：“$ARM — 5x revenue growth from their new AI CPU.” 他还说：“tbh I like all of the names I've mentioned. Win Semi and $ARM were the newest ones out of the bunch.”

Win Semi

Win Semi

He mentions Win Semi as a recent add: "Nope, just Win Semi so far" (when asked about second long position). He also groups it with his personal preferences: "You can replace $MU / $SNDK with Sk Hynix. Or replace $COHR with $LITE. I'm just saying my personal preferences in what I expect to outperform."

他提到 Win Semi 是最近新加的：“Nope, just Win Semi so far”（有人问第二个多头仓位时）。他也把这件事归为个人偏好：“你可以用 Sk Hynix 替换 $MU / $SNDK，也可以用 $LITE 替换 $COHR。我只是说说我个人更偏好的、预期能跑赢的那些。”

On $ETH (Ethereum)

关于 $ETH（以太坊）

"So I was bearish on Ethereum earlier at $3–4K. I'm actually bullish on $ETH again around $1.6K–2.2K. That said, I'm slightly bearish overall on the market due to escalating Iran tensions, and Ethereum typically isn't the flight to safety asset."

“So I was bearish on Ethereum earlier at $3–4K. I'm actually bullish on $ETH again around $1.6K–2.2K. That said, I'm slightly bearish overall on the market due to escalating Iran tensions, and Ethereum typically isn't the flight to safety asset.”

$COIN (Coinbase)

$COIN（Coinbase）

In a subscriber thread, he was "just disrupting $COIN's business model on a Tuesday?" — referring to a discussion about free L2 spot DEX platforms. He asked followers if there are "completely free L2 Spot DEXs out there for Takers? Like Lighter, but available in the US." He considered building one — "I feel like a open source/free l2 spot DEX would be a fun weekend project to panic coinbase/robinhood."

在订阅者串里，他说自己是在 “just disrupting $COIN's business model on a Tuesday?”——指的是一段关于免费 L2 现货 DEX 平台的讨论。他问粉丝有没有 “完全免费的、给 taker 用的 L2 现货 DEX？像 Lighter 那样，但在美国可用。”他还考虑自己做一个——“感觉搞一个开源/免费的 l2 现货 DEX，当个有趣的周末项目，把 coinbase/robinhood 吓一跳。”

On AI and Personalized Medicine

关于 AI 与个性化医疗

He briefly touches AI medicine: "Personalized AI medicine will likely be huge. Nobody wants to die early. If you can do it for one person... the next generational company will figure out how to automate/commoditize it and scale it to the rest of the world." He was referencing the story of a CEO who used ChatGPT in his cancer fight.

他简短谈到 AI 医疗：“个性化 AI 医疗很可能会很大。没人想早死。如果你能为一个人做到……下一代公司就会想办法把它自动化/商品化，并规模化到全世界。”他是在引用一位 CEO 用 ChatGPT 抗癌的故事。

How He Thinks — Analytical Process

他的思考方式 —— 分析过程

The Supply Chain Map First

先画供应链地图

He builds detailed supply chain maps before investing. He cited a CPO value chain from an academic Korean source (he notes he needs to "translate" it) and created his own chart of the "Strait of $AXTI" mapping the photonics chokepoints visually with imagery. He is clearly doing proprietary original research — "Yep, I spent a lot of time making this on the chart."

他在投资前会先建立很细的供应链地图。他引用过一份来自韩国学术来源的 CPO 价值链（他提到自己需要把它“translate”），并做了一张 “$AXTI 海峡” 的图，用视觉化的方式把光子咽喉点映射出来。他显然在做带有原创性的研究：“Yep, I spent a lot of time making this on the chart.”

Thesis Validation Over Noise

用业绩验证论点，而不是追噪音

He explicitly says he waits for earnings to validate his thesis rather than trading on noise: "Yeah... got tired of all the noise so just waited for earnings to validate my thesis. Now $RPI is trading at roughly 2 fwd p/s as a fabless AI hardware company." On $SIVE criticism: "It's always when you're earliest to something that you get the most criticism / doubt."

他明确说自己会等财报验证论点，而不是跟着噪音交易：“Yeah... got tired of all the noise so just waited for earnings to validate my thesis. Now $RPI is trading at roughly 2 fwd p/s as a fabless AI hardware company.” 对于 $SIVE 被质疑，他说：“总是当你最早看到某件事时，受到的质疑/怀疑也最多。”

Contrarian When Early

早期逆向时更容易被骂

He took a great deal of abuse on $RPI — journalists called it a "meme stock," "GME territory." His response: "Just frustrating everyone on X and social media called it a 'meme stock.' When I called fundamental changes on $RPI and got it right. Now they're all silent, and then just updated their models on an AI fabless stock trading at fwd 19 P/E."

他在 $RPI 上吃过大量口水——记者称其为 “meme stock”、“GME territory”。他的回应是：“Just frustrating everyone on X and social media called it a 'meme stock.' When I called fundamental changes on $RPI and got it right. Now they're all silent, and then just updated their models on an AI fabless stock trading at fwd 19 P/E.”

** Thinking in Second and Third Order Effects**

** 二阶、三阶效应的思考**

He regularly reframes conversations with systems-level thinking: "This is vastly underestimating second, third, fourth order effects of supply chains and the energy crisis. If Iran blows up a lot of oil fields in UAE and the Middle East and cause[s]..." He also commented: "You'd be surprised. They probably didn't look at supply chain vulnerabilities after we started picking a fight with Canada. Lot of third, fourth, fifth order effects or very niche chokepoints aren't completely mapped out."

他经常用系统层面的思考重构对话：“这严重低估了供应链与能源危机的二阶、三阶、四阶效应。如果伊朗在阿联酋和中东炸掉很多油田并导致……”他也评论过：“你会惊讶的。我们和加拿大开始打贸易仗之后，他们大概没去看供应链脆弱性。很多三阶、四阶、五阶效应，或者非常冷门的咽喉点，根本还没完全画出来。”

Defending Against Media and Shorts

对抗媒体与做空方

He is outspoken about financial journalism getting his stocks wrong: "Even regular analysts called $RPI a 'Meme Stock' on top of reporters." He adds: "Idk. All the retail and news 'labelled meme stocks' for my picks ended up becoming billion dollar companies like $AXTI. $SIVE is next, have high confidence."

他对财经媒体把他的股票说错这件事很直言不讳：“连普通分析师加上记者都叫 $RPI 是 ‘Meme Stock’。”他还补一句：“不知道。我的标的里，那些被散户和媒体‘贴上 meme 股标签’的，最后都成了像 $AXTI 这样的十亿美元公司。$SIVE is next, have high confidence.”

On critics: "It's always when you're earliest to something that you get the most criticism / doubt. I just got a ton of endless sht over $RPI from everyone outside my follower base, so this is just coming out as a rant."

对批评者他说：“总是当你最早看到某件事时，受到的质疑/怀疑也最多。我在 $RPI 上被粉丝圈外的人喷了无穷无尽的屁话，所以这就是一段发泄。”

Portfolio Philosophy

组合理念

He keeps thesis and portfolio separate from price: "I don't post USD values of positions from $RDDT to $CRCL since they're irrelevant. What matters are the core thesis/ideas. The % outcome in the market validates them, not the size of a portfolio and USD values going up a lot (like .01% of $10M)."

他把论点和组合规模与价格分开：“我不发从 $RDDT 到 $CRCL 的仓位美元金额，因为没意义。重要的是核心论点/想法。市场里的百分比结果验证它们，而不是组合有多大、美元金额涨了多少（比如 $10M 的 0.01%）。”

On Macro and Global Geopolitics

关于宏观与全球地缘政治

He's highly plugged into geopolitics as a market signal. Key themes:

他把地缘政治当作市场信号来跟。关键主题包括：

Rare Earth Weaponization: China weaponizing gallium, indium, and rare earth exports directly impacts $AXTI. He sees this as a catalyst for US government action to secure supply chains and is frustrated it isn't happening faster.

稀土武器化：中国对镓、铟和稀土出口的武器化，会直接影响 $AXTI。他把这看成推动美国政府加速保障供应链的催化剂，并对进展不够快感到不满。

Middle East/Iran: He was clearly positioned for both outcomes — both escalation (via his doomsday ETF) and de-escalation (via photonics recovery). His photonics longs are his primary scenario bets.

中东/伊朗：他显然在两种情景上都做了准备——升级（通过他的末日 ETF）与降温（通过光子板块的修复）。他的光子多头是主要的情景押注。

US-Canada Trade War: He was early to map out the supply chain vulnerability from the US-Canada trade spat.

美加贸易战：他很早就开始梳理美加贸易摩擦带来的供应链脆弱性。

AI Arms Race vs. Trade Policy: "However... The World is largely interconnected now. The current administration might not realize the severity/fragility of upstream [supply chains]."

AI 军备竞赛 vs. 贸易政策：“However... The World is largely interconnected now. The current administration might not realize the severity/fragility of upstream [supply chains].”

Key Price Levels and Targets Mentioned

提到的关键价位与目标

  1. $AXTI | "Fairly valued at current levels" — holding
  1. $AXTI | “以当前水平看算合理估值” — 持有
  1. $SIVE | ~$290m MC — "grossly mispriced," expects multi-bagger; 2028 rev: $500m, 2029: $1B
  1. $SIVE | ~$290m MC — “严重错定价”，期待多倍收益；2028 年营收：$500m，2029 年：$1B
  1. $AAOI | Bought at ~$84; 10x revenue ramp H2 2027
  1. $AAOI | 约 ~$84 买入；2027 年下半年（H2 2027）营收 10 倍爬坡
  1. $MRVL | Good long-term long; NVDA deal validates
  1. $MRVL | 很好的长期多头；NVDA 的合作验证
  1. $RPI | 11–13x P/E 2027, 19–22x 2026; broker raised to £511m revenue 2026
  1. $RPI | 2027 年 11–13x P/E，2026 年 19–22x；券商把 2026 年营收上调至 £511m
  1. $IREN | Bearish until $6B ATM exhausted (~$11B MC at time)
  1. $IREN | 在 $6B ATM 用完前看空（当时市值约 ~$11B MC）
  1. $ETH | Bullish again at $1.6K–$2.2K
  1. $ETH | 在 $1.6K–$2.2K 再次看多
  1. $NBIS | Expects to be "next AWS" in 5 years
  1. $NBIS | 预期 5 年内成为 “下一个 AWS”
  1. $LNG/$CVX | Strong wartime energy plays (+52% and +35% YTD shown)
  1. $LNG/$CVX | 强势的战时能源多头（图中显示年初至今 +52% 与 +35%）
  1. $SIVE | "100–200% premium" on a buyout given incredibly low MC
  1. $SIVE | 由于市值极低，收购溢价可能是 “100–200%”

His Predictions for the Future

他对未来的预测

  1. The CPO (Co-Packaged Optics) era is next — he believes the 2027–2028 window is when photonics transitions from pluggables to CPO at scale, which will create enormous demand for external light sources ($SIVE, $AAOI, $POET, Celestial AI).
  1. CPO（Co-Packaged Optics）时代将是下一站 —— 他认为 2027–2028 是光子从可插拔形态向规模化 CPO 转换的窗口期，这会带来外置光源（$SIVE、$AAOI、$POET、Celestial AI）的巨大需求。
  1. Vertical integration M&A wave — he expects Broadcom ($AVGO), Marvell ($MRVL), or a similar player to acquire Sivers ($SIVE) outright for ~$280–350m before the CPO ramp begins.
  1. 垂直整合式并购浪潮 —— 他预计 Broadcom（$AVGO）、Marvell（$MRVL）或类似玩家会在 CPO 放量之前，以 ~$280–350m 的价格直接收购 Sivers（$SIVE）。
  1. Institutional rotation — institutions will rotate from HBM/memory (Phase 1) → optical transceivers (Phase 2) → external light sources/SiPh (Phase 3, now beginning).
  1. 机构轮动 —— 机构会从 HBM/内存（Phase 1）→ 光收发器（Phase 2）→ 外置光源/SiPh（Phase 3，正在开始）轮动。
  1. Rare earth crisis as a policy forcing function — if China restricts gallium/indium, the US will be forced to accelerate domestic chokepoint investment, benefiting AXTI.
  1. 稀土危机成为政策的强制触发器 —— 如果中国收紧镓/铟，美国将被迫加速对国内咽喉点的投资，从而利好 AXTI。
  1. Nebius wins the neocloud race — he bets $NBIS becomes the AWS-equivalent of the current neocloud boom.
  1. Nebius 赢下新云竞赛 —— 他押注 $NBIS 会成为当下新云热潮里的 AWS 等价物。
  1. $RPI repricing continues — analysts still underestimating the OpenClaw/AI/hoarding demand surge.
  1. $RPI 继续被重估 —— 分析师仍在低估 OpenClaw/AI/囤货带来的需求激增。
  1. Photonics names hold better than megacap — even if $SPY crashes another 20%, he expects $AAOI and other photonics names to outperform.
  1. 光子标的比巨头更抗跌 —— 即便 $SPY 再跌 20%，他也预期 $AAOI 等光子标的能跑赢。

Personality and Style Notes

性格与风格备注

Serenity is combative but self-aware. He readily admits mistakes ("Yeah, I underestimated Trump a bit on Iran") and updates his thesis with new data. He is dismissive of surface-level analysis and gets frustrated when journalists or retail investors engage with his stocks without understanding the supply chain context.

Serenity 好斗但自洽。他愿意承认错误（“Yeah, I underestimated Trump a bit on Iran”），也会用新数据更新论点。他看不上表面分析，当记者或散户在不了解供应链背景时讨论他的股票，他会明显烦躁。

He is clearly enjoying the intellectual challenge — he mentions "shower thoughts" as serious analytical frameworks, uses AI (Gemini) to pressure-test his theses, and discusses being approached by industry executives about $SIVE after he published his original post.

他显然享受这种智力挑战——他把 “shower thoughts” 当成严肃的分析框架，用 AI（Gemini）给自己的论点做压力测试，还提到在发布原帖后，有行业高管就 $SIVE 的话题来找过他。

His style is fundamentals-first but with deep derivatives/volatility awareness — he mapped Jane Street's algorithms in his $EWY trade and regularly thinks about option chain dynamics. He self-describes the range of his analysis as covering: "macro, micro/company-level, and derivatives technicals, then puts it all together in one easily understandable package."

他的风格以基本面为先，但也对衍生品与波动非常敏感——他在 $EWY 交易里画过 Jane Street 的算法，并经常思考期权链条的动态。他把自己的分析范围描述为：“macro、micro/company-level 和衍生品技术面，然后把它们整合成一个容易理解的包。”

Despite his 127K following and institutional-quality research, he remains genuinely retail in spirit — he's not interested in board positions, he warns followers about dilution mechanics, and he admits when he got out-of-position.

尽管他有 127K 的关注和接近机构级的研究质量，他的气质仍然很“散户”——他不追求董事席位，会提醒粉丝稀释机制，也会承认自己什么时候仓位失衡。

This article is for informational and educational purposes only. Nothing here constitutes financial advice. Do your own research before investing in any securities mentioned. It was written with the help of claude co-work

本文仅供信息与教育用途，不构成任何投资建议。投资任何文中提到的证券前，请自行研究。本文在 claude co-work 的帮助下完成。

*Topics covered: Serenity’s background, Supply Chain Chokepoint Theory, detailed theses on $AXTI, $SIVE, $AAOI and other photonics/CPO plays, Nvidia’s optical playbook, institutional rotation, macro/geopolitical views (Iran, rare earths), neocloud/energy analysis, analytical process, and future predictions for 2027–2028.

***Summary of his key stocks - **

Any analyst with strong public conviction attracts criticism, and Serenity is no exception - accusations of pumping positions come with the territory when you're vocal about small-cap names to a large audience. That said, his track record includes several well-documented calls that played out on fundamentals: identifying the photonics rotation before institutions arrived, and mapping $AXTI's chokepoint value long before it became consensus. He has had his share of failures like $VLN. The smartest thing any investor can do is study the reasoning behind someone's ideas, stress-test it against your own research, absorb what strengthens your process, and simply move past what doesn't. Blind conviction in anyone is a mistake - but so is reflexively dismissing good thinking because of noise.**

Who Is Serenity?**

Serenity (@aleabitoreddit) is a former Reddit WallStreetBets trader who migrated to X and has rapidly built a 127,000+ follower base with what he calls "S tier research" distributed for free. His bio describes him as an AI/Semi Supply Chain Analyst and former RISC-V FDN and AI research scientist "now trading unknown bottlenecks." His methodology is distinctive — he does not just pick stocks from headlines. He reverse-engineers entire supply chains, finds chokepoints nobody else is watching, and then constructs asymmetric trades around them before institutional rotation arrives.

He's extraordinarily vocal in replies, often doing more analysis in his thread responses than most paid analysts do in formal reports. His total portfolio return at one point in the review period flashed +501.24% YTD, though he noted more recently that performance has pulled back from peak ("Not doing so well anymore"). He typically runs ~1.4x margin, concentrating into a small set of high-conviction thesis-driven names.

His Core Investment Philosophy

Supply Chain Chokepoint Theory — The Central Framework

The single most defining thread throughout all of Serenity's tweets is what could be called his "Chokepoint Theory." He does not invest in the big, obvious beneficiaries (Nvidia, Microsoft, Meta, Google) but instead hunts for the narrow, often-overlooked nodes in the supply chain that the big companies must depend on — nodes so concentrated that if they fail or get controlled, the entire buildout fails.

He uses a powerful analogy repeatedly: The Strait of $AXTI. Just as 20% of global oil passes through the Strait of Hormuz, he argues that AXT Inc. ($AXTI) controls a similarly critical chokepoint for photonics — specifically InP (Indium Phosphide) substrate creation. He notes that AXTI "vertically integrates 4 different chokepoints under 1 supply chain," making it unlike anything else in the West.

He maps chokepoints across several layers:

  • Chokepoint 1 (raw materials): $AXTI for InP substrates / gallium, indium, arsenic. He mentions $VNP as a partial Western alternative but nothing on the same scale.

  • Chokepoint 2 (pBN Crucibles): Shin-Etsu Chemical is mentioned as a possible player.

  • Substrate processing: He found what he describes as a brand-new "monopoly/duopoly" company (unnamed, extremely obscure) in the upstream InP substrate creation process — "without it I think the photonics buildout goes down."

He believes the U.S. and companies like $COHR will eventually embark on a "vertical integration buying spree or capacity securing spree" because of how dangerously dependent the AI photonics buildout is on these chokepoints.

Top Stock Picks — The Conviction Portfolio

1. $AXTI (AXT Inc.) — The Crown Jewel Chokepoint

Serenity describes AXTI as "basically the entire photonics supply chain." He believes it's a monopolistic chokepoint over the AI industry specifically for InP substrate creation and says it should "hold current levels or keep growing like a mini $SNDK bottleneck/price hiking gets severe." He responds to critics harshly: "Majority of folks have 0 clue what they're talking about. Samsung Foundry or $LITE InP fab are completely different parts of the supply chain." He holds it despite 15–25% daily swings. He floats the thesis that if a figure like Martin Shkreli joined the board, AXTI could be a $10B+ company by pricing its monopoly appropriately. At current prices he calls it "fairly valued" but is "personally holding."

2. $SIVE (Sivers Semiconductors) — His Highest Conviction Emerging Play

$SIVE is the stock he talks about most expansively and emotionally. He argues it is "grossly mispriced" at roughly $290m market cap because it controls the CW (continuous wave) laser light source chokepoint for the next generation of Co-Packaged Optics (CPO) — a field that will explode 2027–2028.

He outlines his acquisition thesis explicitly: "A competitor to $MRVL like $AVGO can just buy Sivers outright and their near-medium term photonics roadmap... At ~$290m... if it gets any cheaper." He ran an AI simulation (Gemini) and it confirmed his logic verbatim. He places Sivers in the acquisition chain: "It goes $SIVE → Win → $POET → Celestial → $MRVL basically. You just buy out the upstream light source and Marvell's supply chain gets controlled for dirt cheap."

His financial projections for $SIVE:

  • 2026/2027 expectations: 0 revenue, -$50m loss

  • 2028 expectations: $500m revenue

  • 2029 expectations: $1B revenue

  • He calls this "massive TAM"

He bought ~0.5%–1% of $SIVE as a company. He acknowledges the short-term risk ("high volatility") but says: "$SIVE is next, have high confidence." When meme-stock accusations come, he fires back: "All the retail and news 'labelled meme stocks' for my picks ended up becoming billion dollar companies like $AXTI."

He notes NVIDIA's $2B investment into Marvell ($MRVL) — for "joint silicon photonics work" — validates the Celestial AI CPO roadmap, which depends heavily on $SIVE as the light source.

3. $AAOI (Applied Optoelectronics Inc.) — The Transceiver Play

He describes AAOI's supply chain as "laser → design → assembly → sells the transceiver. They have the whole supply chain." He also notes they're building ELSFPs (external light sources) so they're entering the CPO side too. He puts AAOI in his "fastest compounds" list with a "10x revenue ramp from optical transceivers H2 2027." He bought "a decent amount of $AAOI at ~$84 just now, $6.6B MC feels way too cheap for me, especially with their new $500m warchest."

He says: "I have high confidence in $AAOI in 1 year time. Just this time period has extreme volatility." On the Herb Greenberg short report on AXTI/AAOI, he dismisses it: "You must be new here with $AXTI if you haven't experienced 15–25% daily drawdowns."

4. $MRVL (Marvell Technology) — Long-Term Core

He calls $MRVL "a really good long term long." He believes Nvidia's $2B investment validates Marvell and Celestial AI's optical fabric CPO roadmap. He notes Marvell can "buy 10–20% of $SIVE for $30m and secure their billion dollar CPO program." He is excited by the NVDA-MRVL deal: "Yeah $NVDA is really pushing hard on their CPO architectural roadmap and locking in all the biggest players into their standards."

5. $RPI (Raspberry Pi Holdings PLC) — The Hoarding Play

He called this one early — in February — as a "Fun Trade Idea: Long $RPI (Raspberry Pi). Reason: Openclaw / Picoclaw / Nanobot + Hoarding." The thesis: while people were hoarding Apple Mac Minis, $AAPL is a $3.7T company and product hoarding won't move the needle. But $RPI is tiny and demand spikes are massive at scale.

He waited through noise while analysts called it "meme stock territory" (comparing it to $GME). He notes: "Yeah... got tired of all the noise so just waited for earnings to validate my thesis." On March 31, $RPI posted +44.76% in a single day and then +27.43% the next session, with analysts raising 2026 forecasts to $511m. He projected 55% revenue growth when analysts were saying 14% — actual came in at 58%. He now projects "11–13x p/e projections for 2027 and ~19–22x for 2026."

6. $AEHR (Aehr Test Systems) — Testing Chokepoint

He categorizes AEHR as part of the photonics supply chain: "AEHR does testing." He notes the company received "new qualification orders from a leading optical transceiver company." He believes it's in the "early $AAOI stage where it's getting tested by major hyperscaler supply chains for optical transceivers/silicon photonics. Before the mass volume inflection point that may be at any time."

7. $COHR (Coherent Corp.) and $LITE (Lumentum) — Photonics Ecosystem

Both are beneficiaries of the NVDA $2B optical investment. He notes $COHR is "trying to vertically integrate up" — doing so at the InP substrate level, but "not feedstock/refinery level/processing yet." He sees overlap with $AXTI at "chokepoint 4" but sees them working their way up.

8. CPO Landscape Overview (Mirae Analyst Note) — His Full Map

He published and annotated the following CPO industry landscape:

  • Scale-Across (CPO ASIC): $AVGO, $MRVL

  • Optical Transceiver: $COHR, $LITE, Innolight

  • DSP/PAM4: $AVGO, $MRVL

  • Coherent DCI: $CIEN, $NOK

  • OCS Equipment: iPronics, Polatis

  • Optical Cable/Fiber: $GLW, Prysmian, Furukawa

  • HCF: $LITE, $OFS

  • Light Source/ELS: $SIVE (Sivers), $AAOI, POET, Celestial AI (unlisted)

He notes he was "confused" by the Mirae list missing several key ELS names and said he'd do a TLDR translation on his main account.

The $NVDA Playbook Thesis — His Framework for Understanding the Next Move

One of his most-shared threads explains why the market is "missing the implications" of Nvidia's $2B optical investments. He writes: "$2B into $COHR for optical. $2B into $LITE for optical. And $2B into $MRVL for optical today. Nvidia did this exact same playbook last year."

Last year, he explains, Nvidia secured all EML (Electro-Absorption Modulated Laser) capacity before there was a massive supply shock. Now they're doing the same with next-gen optical interconnects. His conclusion: companies holding critical CPO supply chain positions like $SIVE are about to experience the same capacity lock-in dynamics.

His investment slogan: "This is the exact playbook $NVDA did securing all the EML capacity before there was a massive supply shock for the rest of the hyperscalers. That's why I've been sounding the alarm with $SIVE in the next chokepoint."

Macro Views and Market Stance

Overall Market: Bearish on the Broad Market, But Bullish on Select Names

He states clearly: "Overall I'm bearish on markets as a whole. However there will be clear individual winners. It's a stock pickers market right now." He adds: "Let's just say even if $SPY, $MSFT, $AMZN crashes another 20% I expect $AAOI to outperform the market."

He was on margin (up to ~1.4x) but wound down to 0 margin on the Iran conflict escalation: "No, Iran conflict and Trump have too much uncertainty, and I'd rather not leverage on the way down just in case it keeps dropping."

Iran War — A Major Focus

This is a recurring macro theme. He watches the Middle East conflict closely as a key market catalyst in both directions. He built a "Doomsday ETF" for the war scenario:

  • 25% $FAZ (3x Short Financial) — "Private Market liquidity play on Middle Eastern capital abandoning private markets if all their oil fields get blown apart"

  • 25% $GUSH (3x Long Oil)

  • 20% $SLCID Short

  • 10% $SQQQ

  • 10% $UVIX

  • 10% $NVDA Puts

He explains: "Nvidia is still $4.1T, in a massive liquidity crunch and energy crisis, it can fall a lot, lot further if Iran blows everything around it up. Still think US is looking for an off ramp/TACO but Israel is looking to keep things going."

He also responded to a query about Trump ending the war: "The market are missing the implications from $NVDA investing... US indexes have shot up ON, but KOSPI (-3.55%) and Nikkei (-.85%) trading live are still down." On Iran de-escalation news: "Got trolled by one of the recent media pulling old quotes. This was new one."

He commented on the rare earths policy angle: "Can we please... just secure our rare earths supply chains first before we do this? How are we able to spend billions on glass towers in Miami? But not subsidize all our most important AI, Robotics, and Space rare earth upstream supply chains... That are entirely dependent on [China]."

Broader Market Rotation Theory

He articulates what he believes is the institutional rotation happening: "I think I nailed the institutional bottleneck rotation: → Caught the tail end of memory name rise with $SNDK, Samsung, SK Hynix, $MU → Frontran institutions with photonics with names like $AAOI, $AXTI $LITE, $COHR. → Doing it again now by adding heavily toward SiPh, ELS."

He believes "external light sources" is the next category institutional investors rotate into after optical transceivers.

On Hyperscaler CAPEX

He notes the hyperscaler context: "1. Hyperscalers ($ORCL, $META, $AMZN): They're spending more than they have with profit ($GOOGL is the rare exception, and $AAPL isn't really spending much relatively). So markets are worried less worried it's translating into [demand]." He believes hyperscaler capex projections being cut 50% still leaves demand scenarios for photonics names "still going to do well."

Neocloud and Data Center Views

On Nebius ($NBIS), IREN ($IREN), CoreWeave ($CRWV)

He analyzed the three major neocloud players: "One of them ends up as the next AWS in 5 years. My guess it's Nebius." He elaborated: "It's not winner takes all (DigitalOcean is there with Amazon), but there's clearly superior structures and likely winners."

$IREN: He was long $IREN previously but flipped bearish due to the $6B ATM (At-The-Money share offering): "$6,000,000,000 dilution and sales into the open market for $IREN is not 'noise.'" He explains the mechanism: "If the marketcap is $11 Billion and they're selling up to $6,000,000,000 worth of new shares against you in the open market — I would not go long until the ATM is finished." He says he'd consider "flipping long again" after the ATM is exhausted.

He also called out the executive SBC (stock-based compensation) problem: "There's something called SBC where $IREN executives can issue more shares to themselves. Take a look at $SNAP, the company awards employees $1B+ every year while stock prices keep dropping."

$CRWV (CoreWeave): "If you have to think about almost not sinking for $CRWV... there's probably better longs out there in the market, just saying."

His Views on Specific Dynamics and Companies

On $MP (MP Materials) — Rare Earths

"Yes $MP is paramount to national security. Again China has weaponized Rare Earths against us. It's incredibly stupid for FT and other news outlets to go and get rile up the US population... At the US government spending to secure our supply chains??? So we don't rely on Russia." He considers $MP a growing national security play.

On $LNG/$GLNG — Energy War Plays

"Honestly... the most obvious ideas like long $LNG. Or going long on $CVXO. Are probably the best ones instead of contrarian longs in Wartime? Especially with low 18–30 IV, this would have easily been a few hundred percent gain by now." He called $LNG a "good pick" when another user mentioned it.

He bought $LNG and $CVX as obvious energy war plays, showing +52.74% YTD for $LNG and +35.44% for $CVX in charts he shared.

On $NEXT (NextDecade) — LNG Long-Term

"Extremely solid multi-year long (eg. 3–5 years) for $NEXT, especially when capacity is sold out already. LNG production is first half of 2027 though? Though I do think the sector as a whole will get attention. The main beneficiaries of Iran are the LNG exporters like $LNG now."

On $VCX (Fundrise Innovation Fund) — Strong Warning

"Warning about $VCX. A very popular ETF with weighting toward (Anthropic, Databricks, OpenAI, Anduril, and SpaceX)." The fund dropped ~36.35% in a single day. He had been warning about it earlier.

On $ARM

He lists ARM as one of his "fastest compound" plays: "$ARM — 5x revenue growth from their new AI CPU." He also noted that "tbh I like all of the names I've mentioned. Win Semi and $ARM were the newest ones out of the bunch."

Win Semi

He mentions Win Semi as a recent add: "Nope, just Win Semi so far" (when asked about second long position). He also groups it with his personal preferences: "You can replace $MU / $SNDK with Sk Hynix. Or replace $COHR with $LITE. I'm just saying my personal preferences in what I expect to outperform."

On $ETH (Ethereum)

"So I was bearish on Ethereum earlier at $3–4K. I'm actually bullish on $ETH again around $1.6K–2.2K. That said, I'm slightly bearish overall on the market due to escalating Iran tensions, and Ethereum typically isn't the flight to safety asset."

$COIN (Coinbase)

In a subscriber thread, he was "just disrupting $COIN's business model on a Tuesday?" — referring to a discussion about free L2 spot DEX platforms. He asked followers if there are "completely free L2 Spot DEXs out there for Takers? Like Lighter, but available in the US." He considered building one — "I feel like a open source/free l2 spot DEX would be a fun weekend project to panic coinbase/robinhood."

On AI and Personalized Medicine

He briefly touches AI medicine: "Personalized AI medicine will likely be huge. Nobody wants to die early. If you can do it for one person... the next generational company will figure out how to automate/commoditize it and scale it to the rest of the world." He was referencing the story of a CEO who used ChatGPT in his cancer fight.

How He Thinks — Analytical Process

The Supply Chain Map First

He builds detailed supply chain maps before investing. He cited a CPO value chain from an academic Korean source (he notes he needs to "translate" it) and created his own chart of the "Strait of $AXTI" mapping the photonics chokepoints visually with imagery. He is clearly doing proprietary original research — "Yep, I spent a lot of time making this on the chart."

Thesis Validation Over Noise

He explicitly says he waits for earnings to validate his thesis rather than trading on noise: "Yeah... got tired of all the noise so just waited for earnings to validate my thesis. Now $RPI is trading at roughly 2 fwd p/s as a fabless AI hardware company." On $SIVE criticism: "It's always when you're earliest to something that you get the most criticism / doubt."

Contrarian When Early

He took a great deal of abuse on $RPI — journalists called it a "meme stock," "GME territory." His response: "Just frustrating everyone on X and social media called it a 'meme stock.' When I called fundamental changes on $RPI and got it right. Now they're all silent, and then just updated their models on an AI fabless stock trading at fwd 19 P/E."

** Thinking in Second and Third Order Effects**

He regularly reframes conversations with systems-level thinking: "This is vastly underestimating second, third, fourth order effects of supply chains and the energy crisis. If Iran blows up a lot of oil fields in UAE and the Middle East and cause[s]..." He also commented: "You'd be surprised. They probably didn't look at supply chain vulnerabilities after we started picking a fight with Canada. Lot of third, fourth, fifth order effects or very niche chokepoints aren't completely mapped out."

Defending Against Media and Shorts

He is outspoken about financial journalism getting his stocks wrong: "Even regular analysts called $RPI a 'Meme Stock' on top of reporters." He adds: "Idk. All the retail and news 'labelled meme stocks' for my picks ended up becoming billion dollar companies like $AXTI. $SIVE is next, have high confidence."

On critics: "It's always when you're earliest to something that you get the most criticism / doubt. I just got a ton of endless sht over $RPI from everyone outside my follower base, so this is just coming out as a rant."

Portfolio Philosophy

He keeps thesis and portfolio separate from price: "I don't post USD values of positions from $RDDT to $CRCL since they're irrelevant. What matters are the core thesis/ideas. The % outcome in the market validates them, not the size of a portfolio and USD values going up a lot (like .01% of $10M)."

On Macro and Global Geopolitics

He's highly plugged into geopolitics as a market signal. Key themes:

Rare Earth Weaponization: China weaponizing gallium, indium, and rare earth exports directly impacts $AXTI. He sees this as a catalyst for US government action to secure supply chains and is frustrated it isn't happening faster.

Middle East/Iran: He was clearly positioned for both outcomes — both escalation (via his doomsday ETF) and de-escalation (via photonics recovery). His photonics longs are his primary scenario bets.

US-Canada Trade War: He was early to map out the supply chain vulnerability from the US-Canada trade spat.

AI Arms Race vs. Trade Policy: "However... The World is largely interconnected now. The current administration might not realize the severity/fragility of upstream [supply chains]."

Key Price Levels and Targets Mentioned

  1. $AXTI | "Fairly valued at current levels" — holding

  2. $SIVE | ~$290m MC — "grossly mispriced," expects multi-bagger; 2028 rev: $500m, 2029: $1B

  3. $AAOI | Bought at ~$84; 10x revenue ramp H2 2027

  4. $MRVL | Good long-term long; NVDA deal validates

  5. $RPI | 11–13x P/E 2027, 19–22x 2026; broker raised to £511m revenue 2026

  6. $IREN | Bearish until $6B ATM exhausted (~$11B MC at time)

  7. $ETH | Bullish again at $1.6K–$2.2K

  8. $NBIS | Expects to be "next AWS" in 5 years

  9. $LNG/$CVX | Strong wartime energy plays (+52% and +35% YTD shown)

  10. $SIVE | "100–200% premium" on a buyout given incredibly low MC

His Predictions for the Future

  1. The CPO (Co-Packaged Optics) era is next — he believes the 2027–2028 window is when photonics transitions from pluggables to CPO at scale, which will create enormous demand for external light sources ($SIVE, $AAOI, $POET, Celestial AI).

  2. Vertical integration M&A wave — he expects Broadcom ($AVGO), Marvell ($MRVL), or a similar player to acquire Sivers ($SIVE) outright for ~$280–350m before the CPO ramp begins.

  3. Institutional rotation — institutions will rotate from HBM/memory (Phase 1) → optical transceivers (Phase 2) → external light sources/SiPh (Phase 3, now beginning).

  4. Rare earth crisis as a policy forcing function — if China restricts gallium/indium, the US will be forced to accelerate domestic chokepoint investment, benefiting AXTI.

  5. Nebius wins the neocloud race — he bets $NBIS becomes the AWS-equivalent of the current neocloud boom.

  6. $RPI repricing continues — analysts still underestimating the OpenClaw/AI/hoarding demand surge.

  7. Photonics names hold better than megacap — even if $SPY crashes another 20%, he expects $AAOI and other photonics names to outperform.

Personality and Style Notes

Serenity is combative but self-aware. He readily admits mistakes ("Yeah, I underestimated Trump a bit on Iran") and updates his thesis with new data. He is dismissive of surface-level analysis and gets frustrated when journalists or retail investors engage with his stocks without understanding the supply chain context.

He is clearly enjoying the intellectual challenge — he mentions "shower thoughts" as serious analytical frameworks, uses AI (Gemini) to pressure-test his theses, and discusses being approached by industry executives about $SIVE after he published his original post.

His style is fundamentals-first but with deep derivatives/volatility awareness — he mapped Jane Street's algorithms in his $EWY trade and regularly thinks about option chain dynamics. He self-describes the range of his analysis as covering: "macro, micro/company-level, and derivatives technicals, then puts it all together in one easily understandable package."

Despite his 127K following and institutional-quality research, he remains genuinely retail in spirit — he's not interested in board positions, he warns followers about dilution mechanics, and he admits when he got out-of-position.

This article is for informational and educational purposes only. Nothing here constitutes financial advice. Do your own research before investing in any securities mentioned. It was written with the help of claude co-work

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