One Overlooked AI Trade
Submitted by QTR's Fringe Finance
I’ve long admired Harris Kupperman, the founder of Praetorian Capital, for his ability to cut through noise and spot big-picture themes before they become consensus.
He has a knack for finding opportunities where others aren’t looking, blending a sharp macro perspective with a pragmatic investor’s mindset.
In his latest, he writes about an overlooked AI trade. I know my subscribers will benefit from his perspective and wanted to share it with you all this morning.
An Overlooked AI Trade
If you’ve spent any amount of time on Twitter, you’ve likely come across the hypothesis that AI will bring an extinction level cataclysm for white collar workers. Instead of having junior employees bothering upper-level management with their; lack of experience, contemporary pop culture references, and a strange fixation on maxxing, senior management will replace these nuisances with a swarm of AI agents.
These agents will accomplish all the grunt work previously done by younger employees, freeing up senior management time for boomer pursuits–like scrolling Reddit. The result will be some combination of endless layoffs, social malaise, and massive youth unemployment. Played forward a few years, there’s a fear that joining the middle-class will be unattainable for the youth. Instead, they’ll join the “Permanent Underclass.”
You can either agree with that view or disagree. Maybe AI lives up to its hopes, and maybe it’s a big flop. My view is somewhere in-between, though I expect plenty of disruption to the workplace, as corporates gain efficiencies with AI, offset by whatever new careers are created by the advent of AI.
What matters to the theme I’m about to discuss, is what the youth think about their own prospects—which are admittedly quite dim if they remain on the traditional path of a four-year college degree that trains them to be an office drone.
Since my last posting on datacenters, a few hundred billion has been spent on additional capex, and monthly revenues are now clocking in at a few billion—most of which is round-tripped between a handful of players. I remain convinced that the economics of AI datacenters are deeply negative. I am also convinced that the hyperscalers will continue to build them anyway.
For that matter, I have witnessed AI continue to advance at an impressive rate. While there are frustrating episodes of hallucination and error, AI has become indispensable to my investment process, and I think that...(READ THIS FULL COLUMN HERE).
--
Harris’ Disclaimer: Funds that I control have written puts, and are long shares of LINC and UTI. The Fund’s gross and net performance for all relevant periods is available in our investor letters and tear sheets at pracap.com.
Information or statements provided in this blog (“Communication”) are opinions of the author and may not represent the opinions of Praetorian PR LLC or its affiliates (collectively, referred to as “Praetorian”). Furthermore, the information is for educational and entertainment purposes only and does not represent investment advice. No information is warranted by Praetorian as to completeness or accuracy, expressed or implied, and Praetorian assumes no obligation to update or revise such information if the information becomes inaccurate or obsolete. Certain information may be based on third party sources and, although believed to be reliable at the time of publication, has not been independently verified and Praetorian is not responsible for third-party errors.
The investments discussed herein are not meant to be indicative or reflective of the portfolio managed by Praetorian but rather meant to exemplify the execution of certain aspects of the investment strategy of the author or Praetorian. While these examples may reflect successful trading, not all trades are successful and profitable. As such, the examples contained herein should not be viewed as representative of all trades made by Praetorian or the author. Nothing set forth herein shall constitute an offer to sell, or a solicitation of an offer to purchase, any securities.
External links, if any, may re-direct you to a privately-owned web page or site (“site”) created, operated and maintained by a third-party, which may not be affiliated with Praetorian. The views and opinions expressed on the site, other than those presented by Praetorian, are solely those of the author of the site and should not be attributed to Praetorian. We have not verified the information and opinions found on the site, nor do we make any representations as to its accuracy and completeness as to the third-party information. Further, Praetorian does not endorse any of the third-party’s products and services, or its privacy and security policies, which may differ from ours. We recommend that you review the third-party’s policies, terms, and conditions to fully understand what information may be collected and maintained as a result of your visit to this web site.
QTR’s Disclaimer: Please read my full legal disclaimer on my About page here. This post represents my opinions only. In addition, please understand I am an idiot and often get things wrong and lose money. I may own or transact in any names mentioned in this piece at any time without warning. Contributor posts and aggregated posts have been hand selected by me, have not been fact checked and are the opinions of their authors. They are either submitted to QTR by their author, reprinted under a Creative Commons license with my best effort to uphold what the license asks, or with the permission of the author.
This is not a recommendation to buy or sell any stocks or securities, just my opinions. I often lose money on positions I trade/invest in. I may add any name mentioned in this article and sell any name mentioned in this piece at any time, without further warning. None of this is a solicitation to buy or sell securities. I may or may not own names I write about and are watching. Sometimes I’m bullish without owning things, sometimes I’m bearish and do own things. Just assume my positions could be exactly the opposite of what you think they are just in case. If I’m long I could quickly be short and vice versa. I won’t update my positions.
As of May 20, 2026 I no longer actively trade (read my story here) and my accounts are managed by recurring contributions to trusted third parties and advisors and/or recurring contributions mostly to sector ETFs. Such advisors, through individual equities, options, index funds, mutual funds, ETFs, or other securities, may have positions in names that I know nothing about. Basically, I could own or not own anything at any point, and not have any idea about it.
And all positions can change immediately as soon as I publish this, with or without notice and at any point I can be long, short or neutral on any position. You are on your own. Do not make decisions based on my blog. I exist on the fringe. If you see numbers and calculations of any sort, assume they are wrong and double check them. I failed Algebra in 8th grade and topped off my high school math accolades by getting a D- in remedial Calculus my senior year, before becoming an English major in college so I could bullshit my way through things easier.
The publisher does not guarantee the accuracy or completeness of the information provided in this page. These are not the opinions of any of my employers, partners, or associates. I did my best to be honest about my disclosures but can’t guarantee I am right; I write these posts after a couple beers sometimes. I edit after my posts are published because I’m impatient and lazy, so if you see a typo, check back in a half hour. Also, I just straight up get shit wrong a lot. I mention it twice because it’s that important.

