Equity Long-Short, Semiconductors, Fabricated Knowledge

Douglas O'Laughlin

Equity Long-Short, Semiconductors

Fabricated Knowledge

Learn more about the world's most important manufactured product. Meaningful insight, timely analysis, and an occasional investment idea.

Thematic (Sector/Industry)

<ul>
<li>What inning is AI in?</li>
<li>If <a href="https://www.fabricatedknowledge.com/p/lessons-from-history-the-rise-and" target="_blank" rel="noopener">history is a guide</a>, it’s hard to predict the twists and turns of a new market growing from nothing.</li>
<li>Here’s my humble attempt at estimating AI penetration and my thoughts on the run-rate business of AI models and industry structure.</li>
</ul>


What inning is AI in?
If history is a guide, it’s hard to predict the twists and turns of a new market growing from nothing.
Here’s my humble attempt at estimating AI penetration and my thoughts on the run-rate business of AI models and industry structure.


AI Industry Structure and Business Model: What Inning is It?

Equity Bottom-Up

<ul><li>First, let’s talk about Huawei. I want to highlight how lackadaisically the export restrictions have even been applied.</li><li>BIS granted validated end-user status to SMIC in 2007, which meant that as late as 2020, multiple SMIC entities were still receiving tools from American companies.</li><li>BIS got lobbied by tool makers to undo commerce control list regulations in 2018. Also, AMEC has outright stolen tools from US companies.</li></ul>

First, let’s talk about Huawei. I want to highlight how lackadaisically the export restrictions have even been applied.BIS granted validated end-user status to SMIC in 2007, which meant that as late as 2020, multiple SMIC entities were still receiving tools from American companies.BIS got lobbied by tool makers to undo commerce control list regulations in 2018. Also, AMEC has outright stolen tools from US companies.

Huawei and Kirin 9000S, Memory Markets, Intel, Nordic, and Broadcom TPUs

Index Rebalance and Special Situations Coverage, Quiddity Advisors

Anjana Amarasuriya

Index Rebalance and Special Situations Coverage

Quiddity Advisors

Pan-Asia Catalysts/Events

Index Rebalance

<ul><li>The SP 500 index tracks the 500 largest names listed in the US and it is one of the most highly-tracked indices in the world.</li><li>In this insight, we take a look at the upcoming constituent changes in the run up to the December 2025 index rebal event.</li><li>The index changes for the December 2025 rebal will be based on the open of 3rd December 2025 and announced after the close of 5th December 2025.</li></ul>

The SP 500 index tracks the 500 largest names listed in the US and it is one of the most highly-tracked indices in the world.In this insight, we take a look at the upcoming constituent changes in the run up to the December 2025 index rebal event.The index changes for the December 2025 rebal will be based on the open of 3rd December 2025 and announced after the close of 5th December 2025.

Quiddity Leaderboard SP500/600 Dec25 Rebal: Last Minute Surprise in The Leading Names

AI | Semiconductors | Commodities, Mint Finance

Raghav Vashisht

AI | Semiconductors | Commodities

Deep Fundamental Analysis

Mint Finance

Mint Finance's investment research blends deep fundamental analysis with technical & quant insights. Investment strategies straddle across multiple asset classes with risk management embedded into every trade to deliver an outsized reward-to-risk ratio.

Mint Finance's research is centered around three key themes. First, energy transition and climate change. Second, artificial intelligence. Third, shifting world order with its impact across politics and monetary economics.

<ul>
<li>Multiple industry checks now indicate that Apple is preparing to source its entry-level M-series processors from Intel’s 18A node with EMIB-T packaging as early as 2027.</li>
<li>The revenue impact will be modest, but the signalling value is enormous: Apple does not hand out advanced-node access unless the foundry roadmap is de-risked.</li>
<li>This development aligns directly with the structural shifts we’ve been highlighting; Intel’s packaging-first wedge, foundry credibility, and TSMC’s overcapacity creating space for second-sourcing.</li>
</ul>


Multiple industry checks now indicate that Apple is preparing to source its entry-level M-series processors from Intel’s 18A node with EMIB-T packaging as early as 2027.
The revenue impact will be modest, but the signalling value is enormous: Apple does not hand out advanced-node access unless the foundry roadmap is de-risked.
This development aligns directly with the structural shifts we’ve been highlighting; Intel’s packaging-first wedge, foundry credibility, and TSMC’s overcapacity creating space for second-sourcing.


Apple’s 18A Test Case Is the Inflection Intel Needed

<ul>
<li>Citi’s claim that AI has triggered the first true semiconductor upcycle in 25 years is partially convincing but also shows signs of overreach.</li>
<li>While ASPs have soared and logic chip margins are inflated, signs of margin compression, overordering, and inventory noise suggest the <em>pricing</em> boom may be peaking.</li>
<li>Investors may need to distinguish between capital-efficient AI bets and overleveraged plays, especially as credit markets begin to price in growing execution and demand risks.</li>
</ul>


Citi’s claim that AI has triggered the first true semiconductor upcycle in 25 years is partially convincing but also shows signs of overreach.
While ASPs have soared and logic chip margins are inflated, signs of margin compression, overordering, and inventory noise suggest the pricing boom may be peaking.
Investors may need to distinguish between capital-efficient AI bets and overleveraged plays, especially as credit markets begin to price in growing execution and demand risks.


Citi’s AI Supercycle Thesis Faces a Logic Check

United States

Marvell Technology, Inc. develops and produces semiconductors and related technology. The Company offers security and networking platform, secure data processing, networking, and storage solutions. Marvell Technology serves customers worldwide.

Price Gauge
52-week Range	0.00 - 0.00
Market Cap (USDm)	0.00
P/E	0.00
Dividend (Yield)	0.00

Marvell Technology (MRVL US)

AI Industry Structure and Business Model: What Inning is It?

What inning is AI in? If history is a guide, it’s hard to predict the twists and turns of a new market growing from nothing...

Fabricated Knowledge

Huawei and Kirin 9000S, Memory Markets, Intel, Nordic, and Broadcom TPUs

A news filled week in semiconductors. Let's discuss. First, let’s talk about Huawei. I want to highlight how lackadaisically the export...

Fabricated Knowledge

Quiddity Leaderboard SP500/600 Dec25 Rebal: Last Minute Surprise in The Leading Names

SP500 rankings will be decided at today's open and announced on 5 December after the close. We see $100bn to trade across the SP500 complex. Kalshi...

Anjana Amarasuriya

Apple’s 18A Test Case Is the Inflection Intel Needed

Apple sourcing entry-level M-series processors from Intel's 18A node signals a shift in the industry landscape towards Intel's packaging-first...

Mint Finance

Citi’s AI Supercycle Thesis Faces a Logic Check

Citi believes AI has sparked a semiconductor upcycle, but warnings about potential overreach and pricing peaks still exist. Investors should be...

Mint Finance

Price Gauge

52-week Range

Market Cap (USDm)

P/E

Dividend (Yield)

AI Industry Structure and Business Model: What Inning is It?

What inning is AI in? If history is a guide, it’s hard to predict the twists and turns of a new market growing from nothing...

Fabricated Knowledge

Huawei and Kirin 9000S, Memory Markets, Intel, Nordic, and Broadcom TPUs

A news filled week in semiconductors. Let's discuss. First, let’s talk about Huawei. I want to highlight how lackadaisically the export...

Fabricated Knowledge

Quiddity Leaderboard SP500/600 Dec25 Rebal: Last Minute Surprise in The Leading Names

SP500 rankings will be decided at today's open and announced on 5 December after the close. We see $100bn to trade across the SP500 complex. Kalshi...

Anjana Amarasuriya

Apple’s 18A Test Case Is the Inflection Intel Needed

​Apple sourcing entry-level M-series processors from Intel's 18A node signals a shift in the industry landscape towards Intel's packaging-first...

Mint Finance

Citi’s AI Supercycle Thesis Faces a Logic Check

​Citi believes AI has sparked a semiconductor upcycle, but warnings about potential overreach and pricing peaks still exist. Investors should be...

Mint Finance

Apple sourcing entry-level M-series processors from Intel's 18A node signals a shift in the industry landscape towards Intel's packaging-first...

Citi believes AI has sparked a semiconductor upcycle, but warnings about potential overreach and pricing peaks still exist. Investors should be...