How do you think each of the major hedge fund structures will fare in the 2030+ super-AI era?
By major structure (breeds/buckets/families) I mean:
>Pods - Isolated/Uncorrelated-Pod Multi-Manager (Citadel, Baly, P72, Millennium, etc)
>Hybrids - Collaborative/coordinated Multi-PM (Woodline, J Goldman Co, Marshall Wace, etc)
>Quants - Centralized Quant-First Fund (2Sig, DE Shaw, AQR, etc)
>SMs - Concentrated Single Manager (Tiger, Coatue, Lone Pine, Viking etc)
Obviously they'll all still be around & will adapt/change in ways we don't know yet, but curious if anyone feels strongly about the bright - or bleak - future of specific ones
Very arbitrary split between “isolated pods” and “center book MMs” from someone who doesn’t know what’s actually going on. Citadel has the largest center book operation by quite some degree yet you have J Goldman in that bucket instead, when in fact funds like that shouldn’t even exist today lol let alone in an AI future.
why shouldnt center book funds exist?
He’s saying J Goldman type platforms shouldn’t exist.
Separately though, raping your own PMs internally via a center book stealing ideas also shouldn’t exist. But that’s a separate discussion
oh whatever dude you know what I meant. obviously citadel has a center book. one firm type the PMs don't collab with each other / are deliberately uncorrelated ("pod shops"), one they do / are coordinated with each other and share info with each other ("multi strat, multi PM, hybrid fund, etc" what ever you want to call it)
Based on the most insightful WSO discussions, here's how the major hedge fund structures might fare in a super-AI era post-2030:
1. Pods - Isolated/Uncorrelated-Pod Multi-Managers (e.g., Citadel, Millennium, P72):
Pods are likely to thrive in the AI-driven future due to their adaptability and focus on uncorrelated strategies. The decentralized nature of pods allows for experimentation and rapid integration of AI tools across diverse strategies. However, the challenge will be maintaining the balance between autonomy and oversight as AI systems become more complex. Funds with robust risk management and tech infrastructure will likely dominate.
2. Hybrids - Collaborative/Coordinated Multi-PM (e.g., Woodline, J Goldman Co, Marshall Wace):
Hybrids could see significant benefits from AI, as their collaborative structure allows for the integration of AI insights across teams. This model may excel in leveraging AI to enhance coordination and optimize resource allocation. However, the success of hybrids will depend on their ability to foster collaboration without stifling individual PM creativity, especially as AI tools become more pervasive.
3. Quants - Centralized Quant-First Funds (e.g., Two Sigma, DE Shaw, AQR):
Quant funds are poised to be the biggest winners in the super-AI era. Their centralized, data-driven approach aligns perfectly with advancements in AI and machine learning. These funds are already at the forefront of leveraging AI for predictive modeling, risk management, and execution. However, as AI becomes more accessible, the competitive edge of quant funds may diminish unless they continue to innovate and differentiate themselves.
4. SMs - Concentrated Single Managers (e.g., Tiger, Coatue, Lone Pine, Viking):
Single-manager funds may face the greatest challenges in the AI era. Their reliance on concentrated, fundamental strategies could be disrupted by AI-driven quant strategies that identify inefficiencies faster and more accurately. That said, SMs with a strong focus on niche markets, unique insights, or exceptional talent may still carve out a space. The key will be integrating AI tools to enhance, rather than replace, their fundamental approach.
Key Takeaways:
Each structure has its strengths and vulnerabilities, but the ability to adapt and innovate will ultimately determine their success in the AI-dominated future.
Sources: Are Hedge Fund Employees Structurally Fed, Is there a future for non-quant hedge funds?, Are Hedge Fund Employees Structurally Fed
banger. good bot
I think all alpha will be competed away
viking and coatue have traded more like pods than like the classic SM for years
interesting - could you elaborate?
They’ve traded like short term pods instead of longer duration classic SMs. What more is there to elaborate on?
Laughably wrong on Coatue. Their sector head title is basically in name only…all trades route through their CIO and/or Philippe
Generally speaking the pod model will continue to rule the markets with the largest inflows IMO. Though I don't think the distinctions you're making really separate out the buckets properly. Not all pods are the same, not all SMs are the same, not all Quants are the same, etc.
The worst to join will be whatever the vast majority of people tell you is best.
Example: Value HFs in 2003, Investment Banking in 2007, Private Equity in 2019, Tech SMs in 2021
"Nothing is a line. Everything, everywhere is always moving. Forever. Get used to it."
what is the worst to join right now
Ball knower gangster level comment
Many truths here
The finance industry is full of retards, this is true.
One of the best answers ever on this site
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