In this issue:
- Corporate Populism—The rise of retail investors changes the optimal investor relations approach. It's still useful to get big institutions involved, but there are other kinds of capital, and catering to retail investors happens to overlap with keeping the US government happy, too.
- Credit Spreads—Low-risk corporate bonds look even better in an environment where the benchmark they're priced against has some extra risk built in.
- Retail and Institutions—Goldman's potential offering of a stake in Millennium shows how fees look in the most and least mature markets.
- Scale—Big PE has the right portfolio structure for a certain kind of volatility.
- Non-Tariff Barriers—Protectionism by way of geographically agnostic rules that happen to mostly affect companies from one country is now a threat to the regular, upfront kind of protectionism.
- Technology Adoption—The more senior an executive is, the more they're used to already getting ChatGPT-like services from real people.
This issue of The Diff is brought to you by our sponsor, Fin AI Agent by Intercom.
Corporate Populism
Historically, the hierarchy of important investor constituencies looked like this:
- Large, long-term, long-only investors—a group that includes the big fund complexes like Fidelity and Capital Group, but also founders and their descendants, evergreen venture capital funds, strategic part-owners, and activist investors.[1]
- Shorter-term long-short funds. If they're only going to hold a position for a month or two on average, they're just a very inefficient way to turn persuasion into many share-years of ownership relative to someone who'd buy and hold for longer.
- Retail investors are hard to reach, and they add overhead because of how much Broadridge charges for mailing out investor materials ($, FT). This is costly enough that there's a high-IRR but very hard-to-scale trade that takes advantage of companies buying out small investors' stakes at a premium! (Though, note that sometimes these deals fall through ($, Diff), so it's not quite risk-free.)
That historical role makes sense. It's just another case of economies of scale. If you're setting up a group meeting at a conference, and you can choose between someone who already owns 5m shares and might buy a few million more, someone else who's periodically long or short half a million, and a third person who might buy 25 shares in their Robinhood account, the decision is obvious.[2] Or at least, it was obvious. But retail investors are pushing stocks around again, and they’re either doing well enough on some meme names or just committed enough to gambling that they have serious purchasing power in the aggregate.
And there's some helpful synergy between market populism and the political kind. Online retail investor communities lean right, in comparison to many other online groups that are default center-left or so.[3] Meanwhile, regulatory outcomes for companies are a) a lot less certain than they used to be, and b) a lot more tied to whether or not Donald Trump feels personally flattered by the CEO's behavior, and to a lesser extent the company's actual decisions. The high-stakes race to build artificial superintelligence is one thing, but the guest list at Mar-a-Lago is sometimes a bigger deal.
This creates some synergy. A combination of investment commitment, photo opp, and gift of an object made partly out of gold is good politics, for the moment, but also good investor relations.[4] And for companies that want the financing to take advantage of whatever new moneymaking opportunities their White House visits produce, getting a new base of investors is very helpful—retail can buy the additional supply from a secondary offering, and retail investors often introduce enough volatility that a convertible bond is a good idea, too.[5]
This isn't a permanent end state for the market, because the presence of so many retail investors creates attractive prices that will eventually mean-revert, and also leads to a growing share of the market consisting of companies that are explicitly building their strategy around attracting retail interest. The most obvious of these is the crypto treasury strategy, which is really showing its age. What's interesting about this strategy is that it was plausibly a way to attract institutional flows when it started: there were lots of people who had a mandate to buy software stocks, or who could only invest in US-listed equities, but who really wanted to take a flyer on Bitcoin—or who felt that a quasi-currency with a fixed inflation rate would do well in a negative-real-rates environment. So, they might be willing to pay a premium to own the stock. Now, that's not at all the argument, nor is it the target audience for the pitch. Crypto treasury strategies have started to go through their own version of memecoin supply tsunamis, where people's willingness to bet on one theme create an endless supply of riffs on that theme (if you don't like Dogecoin, maybe you'll try Shiba Inu, or dogwifhat‐which actually exists, and has an $875m market cap.)
Retail investors tend to be less valuation-sensitive than other market participants—though more so than index funds, which helpfully demonstrates that you don't strictly have to care about value to outperform the majority of investment professionals. And that means that when they get attracted to the market, the market's going to meet them halfway by increasing the supply of the companies retail wants to own. Which, in a way, is a highly capitalistic implementation of democratic socialism: everyone voting on how companies behave (by giving them a low enough cost of capital to invest in otherwise infeasible projects), and with society tolerating lower aggregate returns on capital in exchange for a market that better expresses the will of the people.
Activists are sometimes there for just long enough to engineer management turnover and get the company to change its capital allocation priorities, but they also count as potentially very long-term investors. And just from a selfish perspective, the most important investor population to cater to is the one who might want the CEO and CFO replaced, and who might get the company taken private at which point it wouldn't need an investor relations function at all. ↩︎
Lee Ainslie sometimes likes to point out that, unlike any other investor a company's management could meet with, he's guaranteed to buy their stock some day. He also demands the team at Maverick be the most knowledgeable non-insider on any company they invest in, which in theory is useful to a management team in the form of questions that point out areas of immediate improvement or potential long term strategic directions and high ROI investment areas that they hadn’t considered. ↩︎
Some of this is selection: presumably if you find the entire idea of business somewhat grubby and the zero-sum element to some financial transactions off-putting, you're more likely to have left-leaning sympathies and less likely to actively manage your money. But there are feedback loops, too: one reliable way to make someone more sympathetic to the Republican point of view is for them to have large unrealized capital gains. ↩︎
One thing this implies is that older CEOs have a relative advantage, in that they can do all the embarrassing sucking-up they need to in order to maximize shareholder value, retire, and, depending on who gets elected in 2029, expect their successor to either keep up the same behavior or throw them under the bus. ↩︎
This keeps the short-selling community alive, because it leads to weirdly mispriced stocks, and when there are lots of memes going around, you can actually structure a portfolio of them that's diversified enough that no one of them can kill you. And, since convertible bonds both increase the amount of equity exposure out there and tamp down volatility, there's room for shorts to preempt them by writing call options. Of course, both of those can go up in the meantime. Caveat vendor. ↩︎
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Elsewhere
Credit Spreads
Normally, the way to think about the gap between corporate bond yields and treasury bond yields is that it's a measure of how nervous investors are about the private sector. But this time, US credit spreads are the tightest since 1998 ($, FT) because there's just a tiny bit more tail risk around the US dollar, but dollar weakness is good for companies that borrow in dollars. Investment-grade bond investors have to think about tail risks because the companies they're lending to are too stable for any other risk to be big enough to lead to a sustained loss. And, for a bit, there's a new tail risk that treasury holders need to be paid a few extra basis points to bear.
Retail and Institutions
Millennium Management is a vast collection of mostly-independent hedge fund fiefdoms that produces steady returns from the aggregate output of lots of individually lumpy-return strategies. Goldman Sachs is part of a deal to buy 10-15% of it, and market the stake to individual investors who will pay management fees and carry in order to own it. It's an amazing instance of financial recursion, to pay a slight discount on very-active-management fees for the most sedate strategy imaginable, buying and holding a single asset. Millennium's model evolved to justify its fee structure, and that's created a business exciting enough that access to it deserves an aggressive fee structure, too.
Scale
The biggest private equity firms are feeling more optimistic than their smaller peers ($, WSJ), partly because they're involved in so many more layers of the capital structure. If there's action in credit, they're providing credit; if equity valuations are out of whack, they'll borrow and buy. So their real bet is on volatility over longer time scales: if we're in a period where there are lots of risks to worry about (trade, AI, a recession), then firms in the business of deciding which risk to take, and running diversified portfolios of those risks, will have an advantage.
Non-Tariff Barriers
One of the holdups in US/EU trade negotiations is EU-wide rules governing platforms, which disproportionately impact US-based companies ($, FT). For a long time, EU tech regulation has felt fairly zero-sum; a lot of it makes sense if there's a finite pie of economic value, which can be captured in the form of ad revenue, taxes, or user privacy. In that model, a shift towards stricter consumer privacy rules is just transferring some wealth from ad platforms back to their users. On the tax side, the EU is probably right, in that the tax rate that would actually cause a big platform to leave their market is quite high. Part of what holds them back is that for plenty of European exporters, the tariff that would make selling to the US untenable is also quite high, so if the US views EU rules as taking advantage of American businesses rather than taking advantage of tech businesses, the US will probably retaliate. (This is also a case where tech's Trumpy turn in late 2024 may well pay off.)
Technology Adoption
The NYT has a fun piece on how hard it is to get CEOs to adopt AI tools. One of the problems is that LLM chatbots are little minions who do lots of the random tasks you need done but don't have time for, so the more senior someone is in an organization, the more they're already used to being able to do this. What they have to adapt to is that they can now get an answer that's probably less accurate, but much faster, and much cheaper. (And that they don't have to feel guilty about throwing the LLM a weird random research assignment at 9pm on a Friday.) LLMs are great for slowing age-driven executive turnover, because they're unusually good at things that get harder with age—remembering something on the tip of your tongue, or getting back context when stepping away from a task. But they'll also drive some executive turnover if too many people who could get the most out of them are stuck at a local optimum.
Diff Jobs
Companies in the Diff network are actively looking for talent. See a sampling of current open roles below:
- An OpenAI backed startup that’s applying advanced reasoning techniques to reinvent investment analysis from first principles and build the IDE for financial research, starting with the best Excel copilot on the market, is looking for software engineers and financial professionals with experience in banking, private equity, or hedge funds. (NYC)
- A leading AI transformation & PE investment firm (think private equity meets Palantir) that’s been focused on investing in and transforming businesses with AI long before ChatGPT (100+ successful portfolio company AI transformations since 2019) is hiring experienced forward deployed AI engineers to design, implement, test, and maintain cutting edge AI products that solve complex problems in a variety of sector areas. If you have 3+ years of experience across the development lifecycle and enjoy working with clients to solve concrete problems please reach out. Experience managing engineering teams is a plus. (Remote)
- Well funded, Ex-Stripe founders are building the agentic back-office automation platform that turns business processes into self-directed, self-improving workflows which know when to ask humans for input. They are initially focused on making ERP workflows (invoice management, accounting, financial close, etc.) in the enterprise more accurate/complete and are looking for FDEs and Platform Engineers. If you enjoy working with the C-suite at some of the largest enterprises to drive operational efficiency with AI and have 3+ YOE as a SWE, this is for you. (Remote)
- Thiel fellow founder (series A) building full-stack software, hardware, and chemistry to end water scarcity, is looking for an ambitious robotics engineer to help build sophisticated drone nest systems that can deploy, maintain, and coordinate fleets of UAVs for precision atmospheric intervention. If you spend nights and weekends in the shop tinkering on hardware projects, have built and deployed robotic automation systems, and understand ROS (Robot Operating System) well, please reach out.
- A Google Ventures-backed startup founded by SpaceX engineers that’s building data infrastructure and tooling for hardware companies is looking for a product manager with 3+ years experience building product at high-growth enterprise SaaS businesses. Technical background preferred. (LA, Hybrid)
Even if you don't see an exact match for your skills and interests right now, we're happy to talk early so we can let you know if a good opportunity comes up.
If you’re at a company that's looking for talent, we should talk! Diff Jobs works with companies across fintech, hard tech, consumer software, enterprise software, and other areas—any company where finding unusually effective people is a top priority.