AI服务器MLCC需求挤压消费级产能，或引发2027年缺货
I think we're seeing AI server MLCC demand cause an interesting effect... with t…
I think we're seeing AI server MLCC demand cause an interesting effect... with tightening capacity for consumer/general-purpose MLCCs.
我认为我们正看到AI服务器MLCC需求引发一个有趣效应……导致消费级/通用型MLCC的产能趋紧。
If you get Vietnam flashbacks like I do to $MU / Samsung / SK Hynix -> Legacy DRAM:
如果你像我一样对$MU/三星/SK海力士→传统DRAM有越南式闪回：
My thesis is we'll see the same thing here maybe late H2, early 2027 with consumer/broad MLCCs.
我的论点是，我们可能会在2026年下半年末或2027年初，在消费级/通用型MLCC上看到同样的情况。
From July 6th:
自7月6日起：
"the crowding-out effect from AI-oriented high-end MLCC production has begun spilling over into both the automotive and consumer markets."
“面向AI的高端MLCC生产所产生的挤出效应，已开始蔓延至汽车和消费市场。”
July 28th:
7月28日：
"AI Demand Pushes Japanese and Korean MLCC Suppliers to Record Monthly Shipments; Consumer-Grade Order Spillovers Continue to Surge"
“AI需求推动日韩MLCC供应商月度出货量创纪录；消费级订单溢出持续激增”
Aug 12:
8月12日：
As [MLCC] capacity shifts from consumer grades to AI-oriented products... (Trendforce)
随着[MLCC]产能从消费级转向AI导向产品……（TrendForce）
Aug 12:
8月12日：
China's electronics market channel checks found 22µF and 47µF MLCCs (used more broadly) out of stock. Then found and said certain manufacturers had stopped taking orders.
中国电子市场渠道调查发现，22µF和47µF MLCC（应用更广泛）缺货。随后发现并指出某些制造商已停止接单。
(for reference: Walsin said high-volume smartphone/PC products such as... 22µF, so it's broader MLCCs)
（参考：华新科表示，智能手机/PC等大批量产品如……22µF，因此属于更广泛的MLCC）
Obviously Samsung Electro-Mechanics/Murata are main beneficiaries of AI server MLCC ramp.
显然，三星电机/村田是AI服务器MLCC增长的主要受益者。
But companies with large market share of overall MLCCs like Taiyo Yuden (6976, disclosure: I have positions) with less AI server share, would be a major beneficiary of this.
但在整体MLCC市场占有较大份额的公司，如太阳诱电（6976，披露：我持有仓位），其AI服务器份额较小，将成为这一趋势的主要受益者。
Fun part is, we're only in H2 2026, so the next major bottleneck should be fun!
有趣的是，我们才刚进入2026年下半年，所以下一个重大瓶颈应该会很有趣！
更进一步：量化金融体系
看懂新闻只是起点——沿量化金融路径，把它变成能交付的工程能力