Writing about Companies with an Unfair Advantage, Unfair Advantage

Unfair Advantage

Writing about Companies with an Unfair Advantage

I write about companies that have an unfair advantage. I might invest in them as well.

Thematic (Sector/Industry)

<ul><li>Much has been written these days on the bloating AI capex spends across the tech majors.</li><li>A JP Morgan report said we need to create a stratospheric revenue number of $650B to justify a 10% IRR, given current AI capex levels.</li><li>Yet everyone agrees AI is a fundamental shift that is redefining business models across industries.</li></ul>

Much has been written these days on the bloating AI capex spends across the tech majors.A JP Morgan report said we need to create a stratospheric revenue number of $650B to justify a 10% IRR, given current AI capex levels.Yet everyone agrees AI is a fundamental shift that is redefining business models across industries.

Asian Hedge Fund Manager, Long Short Equity, Macro

David Mudd

Cross Asset Strategy

<ul>
<li>Chinese AI model downloads have surpassed those of the U.S. putting at risk the valuations of the large hyperscalers in the U.S.</li>
<li>Chinese open-source AI models offer a more secure, efficient, and lower cost alternative to Chat GPT -5 , Claude 4.5 Sonnet, and other U.S. LLMs.  </li>
<li>We believe that there will be a turning point when investors will realize that the Chinese open-source AI models have undercut the premise of U.S. global dominance of AI.</li>
</ul>


Chinese AI model downloads have surpassed those of the U.S. putting at risk the valuations of the large hyperscalers in the U.S.
Chinese open-source AI models offer a more secure, efficient, and lower cost alternative to Chat GPT -5 , Claude 4.5 Sonnet, and other U.S. LLMs.  
We believe that there will be a turning point when investors will realize that the Chinese open-source AI models have undercut the premise of U.S. global dominance of AI.


CHINA'S AI COMMODITIZATION: Can Global AI Valuations Survive?

Asset Allocation & Fund Positioning, Copley Fund Research

Steven Holden

Asset Allocation & Fund Positioning

Copley Fund Research

Copley Fund Research provide research and data on asset allocation among Global and Emerging Market equity funds.  The analysis details absolute and relative positioning across countries, sectors and industries together with highly granular data on single stock and single fund allocations.  The data is updated monthly with time series going back to January 2011.

Global Research - Analysis of 165 prominent Global equity funds, combined AUM $335bn
GEM Research - Analysis of 127 prominent global EM equity funds, combined AUM $250bn

Asset Allocation - Global and GEM Equity

<ul>
<li>Active Global funds averaged +15.5% YTD, trailing the SPDR ACWI ETF’s +18.8%, with 73% underperforming the benchmark.</li>
<li>Value strategies led performance; Aggressive Growth funds lagged sharply, averaging just +10.15%.</li>
<li>Underweights in US Tech names like NVIDIA and Palantir, plus 2.4% cash holdings, drove relative losses.</li>
</ul>


Active Global funds averaged +15.5% YTD, trailing the SPDR ACWI ETF’s +18.8%, with 73% underperforming the benchmark.
Value strategies led performance; Aggressive Growth funds lagged sharply, averaging just +10.15%.
Underweights in US Tech names like NVIDIA and Palantir, plus 2.4% cash holdings, drove relative losses.


Global Active Funds Struggle to Close the Gap in 2025

Podcast On the Business of Semiconductors, The Circuit

The Circuit

Podcast On the Business of Semiconductors

A Podcast On the Business of Semiconductors. With Jay Goldberg and Ben Bajarin

<ul><li>Companies in the public cloud are refreshing their server infrastructure every four to five years, but may accelerate this cycle due to the performance benefits of new CPUs and GPUs.</li><li>Despite advances in technology, older GPUs are still being used and making money for data centers, leading to questions about the economic lifespan of GPU systems.</li><li>Hyperscalers have adjusted their accounting policies to depreciate server hardware over longer periods, potentially impacting depreciation expenses.</li></ul>This content is sourced through publicly available sources and has been machine generated. Information displayed is for general informational purposes only.

Companies in the public cloud are refreshing their server infrastructure every four to five years, but may accelerate this cycle due to the performance benefits of new CPUs and GPUs.Despite advances in technology, older GPUs are still being used and making money for data centers, leading to questions about the economic lifespan of GPU systems.Hyperscalers have adjusted their accounting policies to depreciate server hardware over longer periods, potentially impacting depreciation expenses.This content is sourced through publicly available sources and has been machine generated. Information displayed is for general informational purposes only.

EP 138: Talking GPU Depreciation, OCP Takeaways

Pan-Asia Tactical Market Calls (Quant-Driven), MRM Research

Nico Rosti

Pan-Asia Tactical Market Calls (Quant-Driven)

MRM Research

Quantitative Research

Equity Derivatives

Contemporary Amperex Technology (CATL) / Equity Derivatives

Contemporary Amperex Technology (CATL) (300750 CH)

<ul>
<li>WEEKLY tactical global macro recap/analysis for several markets and stocks we track, grouped by sector.</li>
<li>We apply our quantitative models to each instrument's trend, to determine which stocks/markets are just starting a trend, are in the middle of it, or are about to end it.</li>
<li>
Most overbought: KS200, META, Samsung Electronics, Tokyo Electron, SK Hynix, Komatsu, Nikkei 225, Hitachi Most oversold: Contemporary Amperex Technology, S&amp;P/ASX200, Bharti Airtel, ICICI Bank, Zijin Mining Group Company </li>
</ul>


WEEKLY tactical global macro recap/analysis for several markets and stocks we track, grouped by sector.
We apply our quantitative models to each instrument's trend, to determine which stocks/markets are just starting a trend, are in the middle of it, or are about to end it.

Most overbought: KS200, META, Samsung Electronics, Tokyo Electron, SK Hynix, Komatsu, Nikkei 225, Hitachi Most oversold: Contemporary Amperex Technology, S&amp;P/ASX200, Bharti Airtel, ICICI Bank, Zijin Mining Group Company 


WEEKLY Tactical Recap | Asymmetric Setup: KS200, CATL, Samsung Electronics, Tokyo Electron, SK Hynix

United States

Meta Platforms Inc. operates as a social technology company. The Company builds applications and technologies that help people connect, find communities, and grow businesses. meta Platform is also involved in advertisements, augmented and virtual reality.

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Meta (META US)

Investor's guide to AI Capex

Much has been written these days on the bloating AI capex spends across the tech majors. A JP Morgan report said we need to create a stratospheric...

Unfair Advantage

CHINA'S AI COMMODITIZATION: Can Global AI Valuations Survive?

Chinese AI model downloads have surpassed those of the U.S. putting at risk the valuations of the large hyperscalers in the U.S.

David Mudd

Global Active Funds Struggle to Close the Gap in 2025

Global active funds face another uphill year—Value shines, but benchmark dominance, missed US Tech winners, and high cash weights keep most...

Steven Holden

EP 138: Talking GPU Depreciation, OCP Takeaways

Public cloud infrastructure refreshes involve periodically replacing servers with new CPUs, but the longer economic lifespan of older GPUs like...

The Circuit

WEEKLY Tactical Recap | Asymmetric Setup: KS200, CATL, Samsung Electronics, Tokyo Electron, SK Hynix

Weekly Macro Tactical Recap | Asymmetric Setups - Quantitative models tracking momentum extremes across Asian/Global equities and commodities to...

Nico Rosti

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