方法论

研究框架、选股思路、思维方式 · 共 663 条 · 滚到底自动加载更多

  1. 方法论 $AAOI

    博主赞赏粉丝学习其研究框架而非照抄个股

    我觉得这种思路很好:借鉴我对 ESMT DDR2/DDR3 等老一代存储芯片的研究,举一反三。或者把我研究 $AAOI 时关于连续波(CW)激光器供需失衡的思路,应用到 A 股。很开心看到大家学习我的思考方式,而不是照抄具体的股票,并用这些思路去寻找自己看好的做多标的!

    英文原文

    我觉得这种思路很好:借鉴我对 ESMT DDR2/DDR3 等老一代存储芯片的研究, 举一反三. 或者把我研究 $AAOI 时关于 CW 激光器供需失衡的思路, 应用到 A 股. 很开心看到大家学习我的思考方式,而不是照抄具体的股票, 并用这些思路去寻找自己看好的做多标的!

  2. 方法论

    估值重置已发生,恐惧期是补仓良机,但未来走势难料。

    @dBooray 是的,我认为大部分估值重置已经发生。我确信对于大多数人来说,看着回撤却缺乏信心是令人望而生畏的。但恐惧/被迫抛售的时期通常也是最好的机会(例如,我在 Foci 下跌后进行了补仓,现在我的持仓上涨了约 55%)。让我们看看会发生什么,我确信这篇长文其实就是在说我不知道接下来会发生什么。

    英文原文

    @dBooray Yeah, I think a lot of the valuation reset has already happened. I'm sure for most ppl, seeing a drawdown without much conviction is daunting. But periods of fear/forced selling are typically the best opportunities as well (eg. I avged down on Foci after drop, and now my current position is up ~55%). We'll see what happens, I'm sure this was a pretty long post to say idk what's going to happen

  3. 方法论

    指出CEO采访中的引导性问题会扭曲市场对公司前景的认知。

    @ram_blings 我认为他们只需要花时间去回答正确的问题…… 如果他们在采访中给自己设局,让针对CEO的问题带有引导性,比如: “你为什么正在失血,以及如何止血?” 而不是: “Ayar刚融资5亿美元,鉴于他们瞄准2028年,你如何看待激光器的量产爬坡?” 你会得到完全不同的回答和反应。

    英文原文

    @ram_blings I think they just need to spend the time to answer the right questions... If they set themselves up in an interview where the questions to the CEO are leading like: "Why are you bleeding out and how do you stop it" Over.. "Ayar just raised $500m, how do you see your laser ramp with them looking for 2028" You're going to get different responses + reactions.

  4. 方法论

    博主列举新瓶颈并承诺减少使用技术术语。

    @handz18 我只是在列举最近到处出现的新瓶颈。以后我会尽量少用太技术性的术语。

    英文原文

    @handz18 我只是在列最近到处出现的新瓶颈 以后我会尽量少用太技术性的术语

  5. 方法论 $GFS$JBL

    建议用资格认证爬坡和晶圆产能而非管道收入来预测JBL营收。

    @dBooray @SoundResponse 我使用“管道收入”(pipeline revenue) 来评估其客户质量相对于此前管道收入预估的情况。例如,$JBL / $GFS 第一季度超过 7 亿美元,而第二季度增加了 6 家可插拔(pluggable)合作伙伴。这并非进行收入预测的理想指标,因为我认为一旦他们扩展产品线(例如向下游延伸至光引擎或完整可插拔模块),其可寻址市场(AM)和爬坡(ramp)表现会好得多。在此期间,我认为追踪 $JBL 的资格认证(qualification)爬坡以及建模为收入的晶圆产能,并假设在短缺情况下能售出,是更好的方法。

    英文原文

    @dBooray @SoundResponse I use pipeline revenue as a measure est. quality of their customers relative to previous pipeline revenue estimates. Eg. Q1 $JBL / $GFS $700M+, vs. Q2. 6 pluggable partners added. Not really a good figure to go off for revenue projections, since I’d expect addressable market + ramp to be much better once they expand product lines (eg. More downstream into optical engines or complete pluggables). In the meantime I think it’s better to track $JBL / qualification ramps and wafer capacity modeled into revenue, and assume it gets sold given shortages.

  6. 方法论 $AAOI$AEHR

    批评者误判半导体资格认证周期,应关注超大规模供应商认证进度。

    @SoundResponse 很多批评来自那些不懂如何评估半导体玩家资格认证周期的人。$AAOI 在 30 美元时和 $AEHR 在 30 美元时也遇到过同样的情况。这说明当人们深入审视开发合同收入、一次性会计费用,而不是超大规模供应商的资格认证时间表进展时,就会得出这种结论。

    英文原文

    @SoundResponse Lot of critiques are from people who don’t understand how to evaluate qualification cycle semi players. Got the same thing with $AAOI back at $30 or $AEHR at $30. Goes to show when people look hard into development contract revenues, one-off accounting charges, rather than how hyperscaler supplier qualification timelines are going

  7. 方法论

    坚持能力圈原则,不投不懂的领域以规避风险。

    @KhalidIshaq85 @EnamelEquity 我的领域知识并不涉及生物技术,所以无法对此发表评论。 对于我不完全理解的主题或公司,我很难建立投资信念。 一旦市场出现回调或下跌,这一点就会显露无遗。

    英文原文

    @KhalidIshaq85 @EnamelEquity My domain knowledge isn’t really about biotech, so can’t really comment there. It’s hard for me to build conviction around themes or company’s I don’t fully understand. And that really shows if there’s ever a correction or drop.

  8. 方法论 $CCXI$EWY$SIVE

    博主坚持年初选定的主题持仓,拒绝频繁换股,静待局势明朗。

    @EnamelEquity 不,我所有的主题篮子(Thematic Baskets)都是今年早些时候选定的,包括像 $EWY 这样的存储(Storage)和像 $SIVE 这样的共封装光学(CPO)。 最近唯一的一次操作是涉及人形机器人(Humanoids)的 $CCXI,但那只是单次交易。 我只是在等待一切局势明朗,我不喜欢频繁换股(Jumping ship to ship)。

    英文原文

    @EnamelEquity Nope, all my thematic baskets were picked earlier this year with memory like $EWY and CPO like $SIVE. Only recent was kinda humanoids with $CCXI, but that's one-off. I'm just waiting for everything to play out, not a fan of jumping ship to ship.

  9. 方法论 $AXTI$SNDK

    股价下跌不消除供应链瓶颈,建议关注实质财报而非波动。

    @darkseidzz 我不知道该怎么跟人们说……但如果 $SNDK 或村田(Murata) 或 $AXTI 股价下跌,NAND/MLCCs/磷化铟(InP) 的瓶颈并不会消失。 这帮人只看财报发布时的价格波动来判断好坏。 也许看看实际的财报或真正发生的事情会更好……

    英文原文

    @darkseidzz I’m not sure how to tell people this… but the NAND/MLCCs/InP bottleneck doesnt disappear if $SNDK or Murata or $AXTI drops in price. Same group of folks who only look at price volatility on earnings release to see if it’s good or not. Probably better to look at the actual earnings report or what’s actually happening…

  10. 博主分享基于英伟达供应链瓶颈推导高贝塔标的的投资逻辑。

    @KhalidIshaq85 至于黄仁勋/英伟达直接投资的公司: - $MRVL (Celestial)、$LITE、$COHR 用于光子学(Photonics)领域... - $CCXI (Agility) 用于人形机器人(Humanoids)领域。 我倾向于进行更复杂的投资,这是我的思考过程: -> 我知道共封装光学(CPO)主题即将到来 -> 英伟达锁定了所有连续波(CW)激光器的产能。 -> 也许,$AAOI、$MTSI、$AVGO、$SIVE、$SMTC 是剩余的西方CW玩家。 -> $SIVE 可能是最高贝塔(Beta)的敞口。所以那是我的个人多头头寸。 可能可以对其他主题做类似的分析。

    英文原文

    @KhalidIshaq85 As for names Jensen / Nvidia directly invested in: - $MRVL (Celestial), $LITE, $COHR for photonics... - $CCXI (Agility) for humanoids. I tend to do more complex investing, for my own thought process: -> I know CPO theme is coming next -> Nvidia secures all CW laser capacity. -> Maybe, $AAOI, $MTSI, $AVGO, $SIVE, $SMTC are remaining CW western players. -> $SIVE probably the highest-beta exposure. SO that was my personal long. Can probably do something similar for the other themes.

  11. 方法论 $AAOI

    强调验证投资论点应看收益率而非绝对金额,并指出 $AAOI 涨幅超预期。

    @alexgoumas 我不分享美元金额,因为在验证投资论点(Thesis)是否正确时,百分比才是关键。如果某人因为富有且持有 $1 亿美元仓位,从而在 $AAOI 上涨 1% 时赚了 100 万美元,这并不意味着他们的做多观点是正确的。但我会说,(其涨幅/影响)比人们想象的要大。

    英文原文

    @alexgoumas I don’t share USD amounts because % is what matters when validating if a thesis is correct. If someone made $1M off $AAOI going up 1% because they’re wealthy and had a $100M position, that doesn’t mean their long idea is correct. But I will say it’s bigger than people think.

  12. 方法论 $POET$SMCI

    博主说明研究发布习惯及持仓披露规则。

    @dra99aso 我通常随着新消息发布(例如 Lumilens $55 亿估值公告 + 超大规模云厂商合同)沿途发布研究。但如果我像对 $POET 或 $SMCI 那样早先持有头寸,我会将其放入披露中。也许稍后我会做一个总结 TLDR。

    英文原文

    @dra99aso I usually just post research along the way as new news comes out (eg. Lumilens $5.5B valuation announcement + hyperscaler contracts). But I'll drop it in disclosures if I have a position on something like $POET or $SMCI earlier. Maybe I'll do a roundup TLDR later.

  13. 方法论 $AAOI$LITE$SIVE

    引用研究指出低频交易优于过度交易,建议散户保持信念避免恐慌抛售。

    现在市场又在举办激光派对,从 $SIVE、OE Solutions、$LITE、Coherent 到 $AAOI。有一项有趣的研究:富达(Fidelity)和加州大学伯克利分校(UC Berkeley)的论文都指出,表现最好的投资者通常是那些…… - 偶然忘记账户的人(富达) - 不主动交易/不过度交易的人(低频交易者回报18.5% vs 11.4%)。 这不是建议,但这些轶事可能对散户阅读有帮助…… 因为我目睹了记忆、光子学或主题波动性的大量投降式抛售,导致散户在强劲反弹时没有持仓。 拥有信念通常也属于“不过度交易”阵营,因为这有助于在下跌时不过度交易,或看到补仓机会。

    英文原文

    Now that markets are hosting a laser party again from $SIVE, OE Solutions, $LITE, Coherent, to $AAOI. There’s a pretty interesting study: Both from Fidelity and a UC Berkeley research paper, that the best investors are the ones who either… - Anecdotally forgot about their account (Fidelity) - Didn’t actively trade/overtrade (18.5% return from infrequent traders vs. 11.4%). Not any advice, but some of these anecdotes might be helpful to retail to read in general… Since I witnessed a lot capitulation off memory, photonics, or thematic volatility, just for retail not have positions on a sharp recovery. Having conviction also usually people in that “not overtrading” camp, since it helps to not overtrade in drops or see opportunities to cost average.

  14. 方法论 $AMZN$GOOGL$LULU$META$NBIS$NIKE

    通过对比AI云需求与Nebius基本面,演示做空Nebius并做多Lulu的对冲策略。

    今天我在写一篇周末指南,讲解如何对做空 $NBIS 进行尽职调查(DD): 首先,查看超大规模云服务商的财报以观察 AI 云需求的传导效应: > $GOOGL:财报显示 AI 云需求创纪录 + 积压订单 + 利润率提升 > $AMZN:财报显示 AI 云需求创纪录 + 积压订单 + 利润率提升 > $META:财报显示可用容量的价格高于预期。 现在,来看看 Nebius: -> $NBIS:年化经常性收入(ARR) 在 Q4 增长数百%至 70-90 亿美元。利润率增长,并指引签约电力超 4GW。 -> 预计 Uber/Waymo 拆分,更聚焦于 Avride -> 预计 Clickhouse 每季度快速增长。 看起来做空理由不充分!但接下来,你需要对冲吗? -> 哇!一位 $NIKE 品牌高管,在股价过去 5 年下跌 75% 后,去了 $LULU 拯救该品牌?Lululemon 看起来不错。 结论:做空 Nebius 并做多 $LULU

    英文原文

    Today I'm writing a weekend guide on how to do DD when shorting $NBIS: First, you look at hyperscaler earnings for AI cloud read through: > $GOOGL: reports record AI cloud demand + backlog + margin increases from earnings > $AMZN: reports record AI Cloud demand + backlog + margin increases from earnings > $META: reports higher than expected prices for available capacity from earnings. Now, time to look at Nebius: -> $NBIS: Growing hundreds of percent to $7-9B ARR by Q4. Growing margins, and guided 4GW+ contracted power. -> Sees Uber/Waymo splitting, putting more focus on Avride -> Sees Clickhouse growing rapidly every quarter. Okay looks bad! But next, you need a hedge? -> Wow! A $NIKE brand executive, after the stock dropped 75% over the past 5 years, went to $LULU to save that brand next? Lululemon seems good. Conclusion: Short Nebius and go long on $LULU

  15. 方法论 $AAOI$AXTI$COHR$LITE$MU$SPCX

    市场在瓶颈间轮动,基本面未变仅估值波动,建议理性看待。

    是的,我依然看好存储芯片,如 $MU / 三星。正如我之前所说,市场倾向于在瓶颈之间轮动。本周看来,光子学领域从 $AXTI 到 $LITE 再次成为焦点。关键在于……主要变化的是股价,随后辅以一些叙事和零星更新。对于光子学:> 在7月的下跌中,我们已经知道 $COHR / $LITE 的激光器已完全售罄,未来两年无货。> 我们从上季度财报电话会中已知 $AAOI 的需求失衡。7月崩盘期间,除了清算后的挂牌价外,基本面没有任何恶化。然而,当 $AAOI 跌至 $75 或 $AXTI 跌至 $35 时,许多人称其为“骗局”……但当它们涨回 $140 或 $80 时,人们又看多了,尽管光模块/磷化铟(InP)衬底瓶颈未变,甚至可能更糟(例如美国拟禁止中国新光模块,需求预测上调)。对于存储:我目睹大量散户投降,但这些人一个月前在 $MU 签署16份SCA并给出卓越指引时曾极度看多。或曾庆祝三星拥有全球最高营业利润。这里有一些更新,例如 Rubin Ultra 的存储优化(Nvidia每代都在追求),价格不再极端高于预期。但在当前价格下,营业利润相对于市值简直荒谬,尤其是存储成为结构性需求。明年的需求失衡应该更严重。人们倾向于在板块下跌时投降并跟随叙事(例如伊朗战争期间的氦气/LNG),即使瓶颈或基本面未变(例如 $SPCX Elon 财报电话会重申存储紧张)。我不能告诉别人该做什么:但 $140 的 $AAOI 和 $75 的 $AAOI 是同一家公司。市值 $1.5T 的三星和 $980B 的三星是同一家公司。只是估值和叙事(通常是噪音)在变,市场在板块间轮动。

    英文原文

    Yes, I'm still bullish on memory like $MU / Samsung. As I said earlier, markets tend to rotate from bottleneck to bottleneck. This week it looks $AXTI to $LITE in the photonics sector is the focus again. The thing is... the primary thing that changed are the stock prices, followed by some narratives + updates sprinkled in here and there. For photonics: > We already knew $COHR / $LITE lasers were completely sold out for the next 2 years during July's drop. > We knew about demand imbalance from $AAOI from last quarter's earnings calls. Nothing deteriorated fundamentally during July's crash, other than listed price after liquidations. Yet tons of people called $AAOI a "scam" when it dropped to $75, or $AXTI a "scam" on its drop to $35... But are bullish again at $140 or $80, when the transciver/InP substrate bottleneck hasn't changed at all, but maybe even got worse... (eg. draft for US ban on new china optical transceivers, scale up demand projections) For Memory: I'm witnessing a lot of retail capitulation, but the same people I'm seeing were mega bullish after $MU signed 16 SCAs and gave exceptional projections a month ago. Or were celebrating Samsung having the highest operating profit in the world. There's updates here and there eg. Rubin Ultra with memory optimizations (which Nvidia strives for every generation), with prices no longer being hiked way above expectations to the extreme. But the operating income relative to MC is just absurd around current prices, especially memory becomes structural. And the demand imbalance should be even worse next year. People tend to capitulate and follow narratives when a sector drops (eg. Helium/LNG back in Iran war), even if the bottleneck or fundamental situation hasn't really changed much (eg. $SPCX Elon earnings call reiterating memory tightness). I can't tell others what to to do: But $AAOI at $140 and $AAOI at $75 are the same company. Samsung at a $1.5T MC and Samsung at a $980B MC are the same company. Just valuations and narratives (often noise) change, and markets rotate from sector to sector.

  16. 方法论

    博主总结华尔街看空AI股的六大通用话术模板。

    我梳理了华尔街针对AI概念股的空头剧本全集: 请在下方填入你熟悉的机构/媒体常引用的名称: 1. < ______ [GPU(图形处理器)、光模块、MLCC(多层陶瓷电容)、存储...] 是即将崩盘的 commoditized(大宗商品化) 产品 > 2. < ______ [长存、长鑫、东山精密...] 等中国厂商将淹没市场 > 3. < ______ [美光、英伟达...] 据不可靠的渠道检查正面临问题 > 4. < ______ [韩综指、Sivers...] 是像 ____ [2007、2021] 年崩盘一样的泡沫 > 5. < 今年将有 ____ [1,2,3...] 次意外的加息 > 6. < _____ [谷歌、英伟达、Deepseek...] 的优化消除了对此的需求!> 填入新标题,这就准备就绪了!

    英文原文

    I've mapped the entire Wall Street bear playbook on AI names: Have your favorite institution/media insert one of these name down below: 1. < ______ [GPUs, Transcivers, MLCC, Memory...] are a commodity set to crash> 2. < ______ [YMTC, CXMT, Dongshan...] from China will flood the market > 3. < ______ [Micron, Nvidia, ...] from unverifiable channel checks is facing issues > 4. < ______ [Kospi, Sivers, ...] is a bubble like the ____ [2007, 2021] crash> 5. <____ [1,2,3, ...] unexpected rate hikes this year> 6. < _____ [Google, Nvidia, Deepseek ...] optimization removes the need of this!> in a new headline, and it's ready to go!

  17. 方法论

    Citadel借加息恐慌低价抄底AI资产,展现逆向操作策略。

    效仿 Citadel: > 几天前呼吁意外加息,引发市场恐慌 > 随即出手,买入数十亿美元被清算的对冲基金 AI 资产 > 最终并未加息 > “牛市驱动因素依然完好” https://t.co/gyy4Nk4SHq

    英文原文

    Be Citadel: &gt; calls for unexpected rate hike few days ago, causing market panic &gt; reaches out and buys billions of liquidated hedge fund AI assets &gt; no rate hike &gt; “Bull market drivers are fully intact” https://t.co/gyy4Nk4SHq

  18. 方法论 $BE$SNDK

    反驳散户影响市场论,强调基本面驱动股价。

    @optionsreaper 即使散户不知道他的存在,他的观点在 $SNDK 或 $BE 上本来也会兑现。散户对 NAND(闪存)短缺或超大规模云服务商对 Bloom 的需求不会有任何改变。将其贬低为仅仅是散户在模仿他,也是非常糟糕的。

    英文原文

    @optionsreaper His ideas would have played out anyway with $SNDK or $BE even without anyone from retail knowing he existed. Retail wouldn't have changed a thing with NAND shortages or hyperscaler demand for Bloom. Downplaying that to just retail copying him is also terrible.

  19. 方法论 $AAPL$PYPL

    主张优先长期增长而非短期现金流,以PayPal为例。

    @highonlifedeal2 确实,目前市场似乎只想要自由现金流(FCF) + 巨额现金储备或股息/回购,就像 $AAPL 那样。 我同意扎克伯格的观点,虽然这会压缩短期自由现金流,但他们将在长期增长中得到回报。 作为股东,我认为优先考虑长期增长优于低增长的自由现金流,然后再由公司进行回购,正如 $PYPL 的回报所显示的那样。

    英文原文

    @highonlifedeal2 True, right now markets just want FCF + large warchests or dividends/buybacks I guess, like $AAPL. I'd agree with Zuckerberg that although it compresses near term FCF, they'll be rewarded over time with long term growth. As a shareholder, probably better to prioritize long term growth over a low-growth FCF then buybacks company as seen with $PYPL's returns.

  20. 方法论

    博主暂不建仓,静待CPO标的逻辑兑现,后续将分享个股思路。

    @twisterchessur 就我个人而言,目前只想静待既有的做多逻辑逐步兑现,尤其是近期大盘回调之后的共封装光学(CPO)相关标的。当前暂不打算建新仓,不过稍后我会再分享几个个股思路。

    英文原文

    @twisterchessur 就我个人而言 目前只想静待既有的做多逻辑逐步兑现,尤其是近期大盘回调之后的 CPO 相关标的。当前暂不打算建新仓 不过稍后我会再分享几个个股思路

  21. 方法论

    AI价值非线性质疑利润论,资本支出将持续高增

    老实说,在 X 上随意发布新颖的信息发现才是做研究该有的样子。这似乎是斯梅尔(Smale)提出的“下个世纪数学问题”列表中的第 16 项?这在一定程度上表明,AI 产生的价值并不随 token 成本线性增长……看到这一点后,空头可能仍会质疑:“但 AI 应用后的利润究竟从何而来?”AI 与资本支出(Capex)的投入大概率将继续迅猛增长。

    英文原文

    TBH, casually posting novel information discovery to X is how research should be done. Apparently this was #16 on the Smale's list of Mathematical Problems for the Next Century? Kinda shows that the value generated from AI does not scale linearly with token costs... After seeing this, bears are still probably going to say: "B-but where's the profit coming from after AI usage?" AI + capex is likely going to keep going brrr.

  22. 方法论 $AAOI$INTC$MRVL$NBIS

    欧洲投资者保守晒2%收益嘲笑科技股暴跌,但反映的是文化差异而非技术判断。

    X平台的好处之一是能观察到文化差异:我看到一群欧洲旁观账户,躺着收银行存款利息,年内收益2%。现在冒出来说,当初投资$AAOI做光子学或三星做内存的都是赌徒。终于等到从$MRVL到$NBIS再到$INTC的所有AI相关股票在暴涨数倍后崩盘了,然后在那里庆祝。我认为主要是对技术变革缺乏理解,加上资本保值文化与成长型投资文化的碰撞。

    英文原文

    The nice thing about X is seeing cultural differences: I get a bunch of sidelined European accounts up 2% YTD off bank saving interest. Coming out of hibernation, and saying all along that investing in $AAOI for photonics or Samsung for memory is considered gambling. And celebrating when everything AI from $MRVL to $NBIS to $INTC finally had a crash after a few hundred percent rally. Think it’s mainly a lack of understanding of technological shifts mixed with capital preservation culture vs. growth.

  23. 方法论 $AAOI$NVDA$SIVE

    博主认为当前崩盘源于杠杆而非基本面,强调建立独立投资逻辑的重要性。

    同意!在市场崩盘时回顾自己的投资逻辑是很好的。以我个人的逻辑为例,如果 $AAOI 在 2027 年 Q3 初达到 14 亿美元季度营收(年化 56 亿美元),对应 80 亿美元市值。如果到 2026 年这种营收增长尚未体现在季报中,该公司就“完蛋”了吗?这同样适用于我在共封装光学(CPO)领域的持仓如 $SIVE,这是由 $NVDA 引领的架构转变。如果规模化扩展(scale out)出货量从 2026 年下半年增至 2027 年,而规模化堆叠(scale up)大幅放量至 2028 年。如果高盛(GS)预测的从 0 到 910 亿美元的潜在市场(TAM)扩张尚未实现,就认为它“结束了”吗?对于像 Agility 这样的机器人公司,如果上市尚未发生且人形机器人未放量,2026 年就“结束了”吗?我个人认为当前市场状况反映的是流动性和杠杆问题,而非个股基本面。最近看到 KOSPI、台湾、日经指数以及 AI、太空、机器人板块股票暴跌,对每个人来说都很残酷。尤其是当大量非理性行为源于杠杆时。最终,我们无法告诉你买什么股票、何时卖出、如何仓位管理或该做什么。只分享个人想法或研究,并追踪它们是否随时间得到验证。因此,建立自己的投资逻辑至关重要,因为每个人的风险承受能力或投资期限都不同。这通常能在崩盘时带来更高的信念。

    英文原文

    Agreed! It’s nice to remember your thesis during a market crash. From my own personal thesis, if $AAOI hits $1.4B quarterly revenue start of Q3 2027. Which is annualized $5.6B off a $8B MC. Is it “over” for the company if that revenue ramp hasn’t even shown up in the quarterly earnings… when it’s 2026? Same applies to my CPO sector exposure like $SIVE, an architecture shift led by $NVDA. If scale out volume ramps from H2 2026 into 2027, and scale up heavily volume ramps into 2028. Is it “over” that $0 -> $91B TAM expansion (per GS) hasn’t even hit yet? With robotics like Agility, is it over in 2026 if the listing hasn’t even happened yet and humanoids haven’t ramped? I personally think current market conditions are a reflection of liquidity and leverage, not individual fundamentals. It’s brutal for everyone to see KOSPI, TW, Nikkei, and AI, space, robotics sector stocks crash recently. Especially when there’s a lot of irrational behavior stemming from those leverage. In the end, we can’t tell you what stocks to buy, what timeframe you should sell, how to size your positions, or what you should do. Only share personal thoughts or research and track if they get validated over time. So it’s extremely important to build your own thesis, since everyone has unique risk tolerance or investing timeframes. And that usually leads to having higher conviction during crashes.

  24. 方法论

    算法交易导致板块因谣言暴跌且难恢复,市场受误导信息主导。

    @mmpatel101 是的,这就是如今头条算法交易令人遗憾的现实。板块因延迟消息暴跌 20-50%+,进而引发连锁保证金清算。当“延迟被否认”的消息出现时,人们仍对其表示怀疑,而市场则继续关注数周前误导性的延迟报道。

    英文原文

    @mmpatel101 Yeah that's the unfortunate reality of headline algorithm trading nowadays. Sector tanks 20-50%+ off delay news, then causes cascading margin liquidations. "Delay refuted" news comes out, people still cast doubts over it, and markets focus on misleading delay reports weeks

  25. 方法论 $VPG

    博主指出成本数据基于高价ASP而非量产BOM,认为该分析缺乏参考价值。

    @Traderissimo 所以这是最终售价的成本,而非物料清单(BOM)成本。他们还使用了$134K的平均售价(ASP),而非量产爬坡后低于$20K的成本。正如$VPG所见,传感器单价从$750降至大规模量产时的$150。因此很多计算都变了,我觉得这个成本结构没什么帮助。

    英文原文

    @Traderissimo So this was cost of the final sale price, not BOM cost. They were also using $134K at ASP, not the volume ramped &lt;$20k costs. As seen with $VPG that $750/sensor goes down to $150 at mass production. So lot of math changes, I didn’t find the cost structure particularly helpful

  26. 方法论

    承受波动性是区分专业投资者与普通人的关键。

    @MichaelMartocci 恭喜,SK海力士(SK Hynix)和存储芯片的上涨简直封神(goated)。 是的,我认为能够承受波动性(volatility)才是区分投资者与普通人的关键。

    英文原文

    @MichaelMartocci Congrats, the SK Hynix + memory rise was goated. Yeah, I think the ability to stomach volatility is what separates investors from the rest.

  27. 方法论

    对比散户恐慌与博主对关键瓶颈的长期持有观点

    这么说吧:散户认为30-60%的跌幅是“接飞刀”,认为套牢者永远无法回本。看到波动的技术分析图表和人们将关键瓶颈比作网络迷因后,他们最终恐慌性抛售。而我将其视为对以下领域的长期持有:- 下一个

    英文原文

    Let’s put it this way: Retail thinks a 30-60% drop is a “falling knife” where bagholders will never recover. And they end up panic selling after seeing swiggly line TAs and people comparing valuable chokepoints to memes. I see it as long term ownership over: - the next

  28. 方法论

    通过农场估值差异类比,说明相对估值信号及定价预期。

    @0xResurge 假设你有一家估值为 45 美元的牛油果农场。隔壁的牛油果农场以 130 美元的价格被收购。而行业龙头的估值高达 2000 美元。这只是一个信号,表明你的牛油果农场可能被相对低估,或者其价格已经反映了(预期)。

    英文原文

    @0xResurge Let's say you have a avocado farm that's valued at $45. The avocado farm next to you gets bought for $130. And the avocado farm leader is valued at $2000. It's just a signal that your avocado farm might be relatively undervalued or where the avocado farm might be priced in the

  29. 方法论

    嘲讽技术分析是抛硬币,指出KOSPI图表无意义。

    这就是典型的平均视觉技术分析(TA)爱好者,进行50%对50%的抛硬币式猜测: 如果走势相反,他们会说“ABC形态失效”,本该知道的…… 如果他们猜对了抛硬币的结果,就推销他们每月40美元的图表服务。 -&gt; 人们在韩国综合指数(KOSPI)上画的那些波浪线毫无意义,而 https://t.co/lrGHWM8i5J 才是关键。

    英文原文

    This is the average visual TA bro, takes a 50% 50% coinflip: If it goes the other way, they say "ABC Pattern Invalidated", should have known... If they get the coinflip right, they promote their $40/month chart. -&gt; People drawing swiggly lines over KOSPI mean nothing where https://t.co/lrGHWM8i5J

  30. 方法论

    博主反驳仅看图表,强调应关注三星等公司的营业利润基本面。

    @WLinvestment 这对你来说可能是个新闻,但图表上的波浪线(价格走势)并非基本面。 这与三星/SK海力士的营业利润增长毫无关系 https://t.co/lkXDuD9Xfg

    英文原文

    @WLinvestment This might be news to you, but swiggly lines on a chart is not fundamentals. And has nothing to do with operating income growth that Samsung/Sk Hynix make https://t.co/lkXDuD9Xfg