

Neal Caffrey
562 posts

@NealCaffreyCap
Talent hits a target no one else can hit. Genius hits a target no one else can see



A lot of people here ask me about whether private equity or hedge fund is the right fit for them if they want to be in an investing seat Here is how I would think about the decision based on your personality and interests Private equity > better caters to someone who enjoys having control over their destiny. You will own majority stakes in businesses and be actively involved in putting together a management team and plan to run the business > good for someone who wants to run operations, not just investing. You will have to figure out value creation levers in the company to improve revenue and margins. You will have to understand capital structures and how much debt a business can support. You will be present in the Board discussions to see how the “sausage gets made” behind the scenes > good for someone who wants continuity of the hierarchy in banking. Private equity is set up to be much more of an apprenticeship model from a org structure standpoint. You will have layers of VPs and MDs above you before any direct interaction with PMs or IC members in most firms > much more relationship and face time heavy. You will have to coordinate with lawyers, consultants, accountants and third party vendors on diligence as you underwrite a business. You will have to gather bids from lenders and help them through their diligence. Many deals will have bankers running a process. Private equity, as a business, is much more relationship heavy than public market roles > stability. This one doesn’t get talked about enough but private equity inherently offers better career stability than most hedge funds. The career ladder is laid out for you and you know where you stand on it. It’s hard to get abruptly fired in PE land, which is something that happens quite often in public market world Hedge fund > caters to people who enjoy the immediate feedback loop of public markets. You like finding edge and figuring out analysis that the rest of the market has missed > better for folks who hate hierarchy and want flatter org structures. Most hedge funds tend to be relatively flat with direct line of access to PMs, even at the junior analyst level > less relationship driven but still matters since you will spend a lot of time talking to management and sellside research analysts > better for someone who wants to track a name or stock for long periods of time with changing your thesis along the way. In private equity, you might see one company come across for a transaction every 3-5 years. At a hedge fund, you underwrite the same business every quarter, or month for that matter, as new information comes out and you re-underwrite what you know > better for someone who is okay with career and earnings volatility. Hedge fund comp will swing widely every single year, even at the same firm, depending on how your fund performs. In good years, you might be making in the millions on your bonus but bad years will much worse vs your private equity peers. You are somewhat beholden to the broader market, especially for more beta strategies. Need to be okay with having to move firms every few years if things don’t go as expected > this is an odd one but all of my friends who enjoy their hedge fund seats also really enjoy poker. There are a lot of similarities between poker and investing in public markets, so thought I’d add this one in


What the SpaceX–Anthropic Deal Means Two weeks ago, we published a note laying out what GPT-5.5's release implied. The conclusion was simple: whoever secures compute first, in greater volume, and with greater reliability ultimately takes the win. With OpenAI's 30GW roadmap dwarfing Anthropic's 7–8GW, we closed by arguing that the structural advantage on compute sat with OpenAI. Less than a fortnight later, that conclusion is being tested. On May 6, Anthropic signed a single-tenant lease for the entirety of Colossus 1 with SpaceXAI — the infrastructure subsidiary that consolidates Elon Musk's xAI and SpaceX. The asset carries more than 220,000 GPUs and 300MW of power, and crucially, is scheduled to come online within this month. It served as the capstone of Anthropic's April blitz, which added 13.8GW of cumulative capacity over the span of a single month. On headline numbers alone, OpenAI took more than a year to stack 18GW; Anthropic has put 13.8GW in the ground in thirty days. The takeaways break down into three. First, the compute pecking order has been redrawn again. Anthropic has now swept up the AWS expansion (5GW, with $100B+ in spend commitments over a decade), Google + Broadcom (3.5GW of TPU), Google Cloud (5GW alongside a $40B investment), and now SpaceXAI's Colossus 1 (0.3GW). Cumulative committed capacity, inclusive of pre-April allocations, sits at 14.8GW. This is still only half of OpenAI's 2030 target of 30GW, but the fact that the SpaceX lease will be live inside a month makes "deliverability" a qualitatively different proposition. Second, Elon Musk is the plaintiff in an active lawsuit against OpenAI — and at the same time, the supplier handing 220,000+ GPUs and 300MW of power, in one block, to OpenAI's most formidable competitor. The timing matters: the deal was struck in the middle of the Musk–Altman trial. We read this as a deliberate pincer with OpenAI in the middle. In the courtroom, Musk works to dismantle the moral legitimacy of OpenAI's leadership; in the market, he arms Anthropic to absorb OpenAI's revenue and user base. Third, the structure is financial-engineering perfection — a clean win-win for both sides. xAI can recognize $6B of annual revenue from a single contract, an amount that almost precisely offsets its Q1 2026 annualized net loss of $6B. It also accelerates the cleanup of SpaceXAI's pre-IPO balance sheet, with the entity now being floated at around $1.75T. Anthropic, on the other side, converts roughly $5B of spend into what it expects to be $15B of ARR via the coming inference-revenue surge. (Mirae Asset Securities, May 8, 2026)





@finn_hulse No one with a sharpe above 3 is interested in how much more open minded they are now compared to last year

Winston Churchill used to lay 200 bricks per day to keep his mind busy when feeling down. Depression hates a moving target.

One thing I’ve come to realize is that the average watch dealer often understands trading, markets, and the human behavior that drives supply and demand better than most financial professionals that are actually in this business. Whether it’s watches, pencils, water bottles, or even complex derivatives, it all comes down to the same fundamental force: supply and demand.

Any profession where people have decent odds of peaking early (i.e. 20s) can exact a big emotional toll on the unprepared. Professional athletes, hedge fund guys, etc.



"Anyone who doesn’t quit their job to play golf and drink after hitting $10M should be put in an insane asylum" Bro there are like 1 to 2 *MILLION* people like that in the United States who still work and it's why America is what it is Only game in town, The Last Country.


Here a controversial take: most of the authority that exists in any organization was never formally granted to anyone. It was assumed, exercised, and then retroactively legitimized by the fact that it worked.


