2 Sources
[1]
How the Hedge Fund Magnetar Is Financing the AI Boom
AI software and the hardware that enables it have been hugely popular investments this year. But there have still been limiting factors on the sector, including a shortage of compute to power so many new start-ups. Investors don't want to finance companies that lack a signed contract for compute, and compute providers don't want to sign contracts for startups that haven't already secured funding. Now Magnetar, a hedge fund that started its first ever venture capital fund earlier this year, is trying to solve this "chicken and egg" problem by offering compute in exchange for equity. Magnetar was an early investor in the AI space, partnering with Coreweave and recently helping the hyperscaler to raise $7.5 billion. On this episode, we speak with Jim Prusko, partner and senior portfolio manager on Magnetar's alternative credit and fixed income team, about why the hedge fund is getting into venture capital and some of the new ways they're deploying money in the space.
[2]
How a Hedge Fund is Using Compute Power to Invest in AI
AI software and the hardware that enables it have been hugely popular investments this year. But there have still been limiting factors on the sector, including a shortage of compute to power so many new start-ups. Investors don't want to finance companies that lack a signed contract for compute, and compute providers don't want to sign contracts for startups that haven't already secured funding. Now Magnetar, a hedge fund which started its first ever venture capital fund earlier this year, is trying to solve this "chicken and egg" problem by offering compute in exchange for equity. Magnetar was an early investor in the AI space, partnering with Coreweave and recently helping the hyperscaler to raise $7.5 billion. On this episode, we speak with Jim Prusko, partner and senior portfolio manager on Magnetar's alternative credit and fixed income team, about why the hedge fund is getting into venture capital and some of the new ways they're deploying money in the space. This transcript has been lightly edited for clarity. Key insights from the pod: How a hedge fund got into AI - 3:05 Why investing in AI is different than previous tech booms - 6:25 A history of asset-based finanacing - 8:46 The risks of GPU-backed lending - 11:22 The role of energy for AI startups - 14:40 Everyone is both a partner and competitor - 19:26 How many companies need compute to grow - 21:20 Can anyone challenge the big incumbents - 23:47 Debt vs equity in AI financing - 30:02 Magnetar's pitch to investors on AI - 34:10 CoreWeave's role in Magnetar's approach - 38:38 How big is the AI investment market - 44:43
Share
Copy Link
Magnetar, a hedge fund, is addressing the "chicken and egg" problem in AI startup funding by offering compute power in exchange for equity, potentially revolutionizing the AI investment landscape.
Magnetar, a prominent hedge fund, is making waves in the artificial intelligence (AI) sector with its novel approach to startup financing. The fund has launched its first-ever venture capital initiative, aiming to solve a critical "chicken and egg" problem that has been hampering the growth of AI startups 12.
The AI boom has created a significant demand for compute power, which is essential for running sophisticated AI models and applications. However, this has led to a challenging situation for startups:
This deadlock has created a bottleneck in the AI startup ecosystem, potentially stifling innovation and growth 1.
To address this issue, Magnetar is offering a unique solution: providing compute power in exchange for equity in AI startups. This approach allows promising startups to access the necessary computational resources without having to secure traditional funding first 12.
Jim Prusko, partner and senior portfolio manager on Magnetar's alternative credit and fixed income team, explains the rationale behind this strategy:
"We saw an opportunity to leverage our expertise in asset-based financing and apply it to the AI sector. By offering compute power, we're essentially providing a critical resource that can help startups get off the ground and prove their concepts" 2.
Magnetar's involvement in the AI space isn't new. The fund has been an early investor in the sector, notably partnering with CoreWeave, a specialized cloud provider for compute-intensive tasks. Recently, Magnetar played a crucial role in helping CoreWeave raise an impressive $7.5 billion 1.
While this innovative financing model presents exciting opportunities, it also comes with its own set of risks. Prusko acknowledges the potential pitfalls of GPU-backed lending, emphasizing the need for careful assessment of each startup's potential and the overall market dynamics 2.
An interesting aspect highlighted in the discussion is the role of energy in AI startups. As AI models become increasingly complex and energy-intensive, access to affordable and sustainable energy sources is becoming a critical factor in the success of these companies 2.
Prusko also touched on the unique dynamics of the AI market, where companies often find themselves simultaneously partnering and competing with each other. This complex ecosystem requires a nuanced approach to investments and partnerships 2.
While exact figures weren't provided, the discussion suggests that the AI investment market is substantial and growing rapidly. Magnetar's innovative approach could potentially unlock a significant portion of this market, especially for early-stage startups that have been struggling to secure traditional funding 2.
As the AI boom continues to accelerate, Magnetar's compute-for-equity model could prove to be a game-changer, potentially reshaping the landscape of AI startup financing and fostering the next generation of groundbreaking AI technologies.
NVIDIA announces significant upgrades to its GeForce NOW cloud gaming service, including RTX 5080-class performance, improved streaming quality, and an expanded game library, set to launch in September 2025.
9 Sources
Technology
6 hrs ago
9 Sources
Technology
6 hrs ago
As nations compete for dominance in space, the risk of satellite hijacking and space-based weapons escalates, transforming outer space into a potential battlefield with far-reaching consequences for global security and economy.
7 Sources
Technology
22 hrs ago
7 Sources
Technology
22 hrs ago
OpenAI updates GPT-5 to make it more approachable following user feedback, sparking debate about AI personality and user preferences.
6 Sources
Technology
14 hrs ago
6 Sources
Technology
14 hrs ago
A pro-Russian propaganda group, Storm-1679, is using AI-generated content and impersonating legitimate news outlets to spread disinformation, raising concerns about the growing threat of AI-powered fake news.
2 Sources
Technology
22 hrs ago
2 Sources
Technology
22 hrs ago
A study reveals patients' increasing reliance on AI for medical advice, often trusting it over doctors. This trend is reshaping doctor-patient dynamics and raising concerns about AI's limitations in healthcare.
3 Sources
Health
14 hrs ago
3 Sources
Health
14 hrs ago