Amazon is investing billions in OpenAI, which OpenAI will then use to purchase Amazon's cloud services and proprietary Trainium chips. This vendor financing model locks in a major customer for AWS while funding the AI leader's massive compute needs, creating a self-reinforcing financial loop.

OpenAI's strategy involves getting partners like Oracle and Microsoft to bear the immense balance sheet risk of building data centers and securing chips. OpenAI provides the demand catalyst but avoids the fixed asset downside, positioning itself to capture the majority of the upside while its partners become commodity compute providers.

By structuring massive, multi-billion dollar deals, OpenAI is deliberately entangling partners like NVIDIA and Oracle in its ecosystem. Their revenue and stock prices become directly tied to OpenAI's continued spending, creating a powerful coalition with a vested interest in ensuring OpenAI's survival and growth, effectively making it too interconnected to fail.

OpenAI isn't just buying chips from Cerebras; it's financing data centers and taking warrants. This strategy de-risks the supplier and secures long-term compute access, creating a new partnership model for capital-intensive AI development that goes beyond simple procurement.

To secure a foundational customer like OpenAI, capital-intensive infrastructure startups like Cerebrus may have to offer extremely generous terms, including massive, near-free equity stakes. This "deal they had to take" dynamic is necessary to overcome the cold start problem and achieve scale, demonstrating the immense leverage held by large AI model companies.

The headline-grabbing $122B round for OpenAI is not a simple cash injection. It includes significant in-kind contributions and vendor financing from Amazon and NVIDIA, contingent on OpenAI spending billions on their cloud and GPU infrastructure, making it more of a procurement deal than a traditional venture round.

OpenAI leveraged its massive demand for compute to secure warrants for a potential 11% stake in chipmaker Cerebrus for a fraction of a penny per share. This deal, tied to a $20 billion multi-year purchase commitment, highlights the immense bargaining power held by major AI model developers over their supply chain.

OpenAI's deal with firms like TPG offers a preferred equity hurdle to secure immediate, exclusive access to hundreds of portfolio companies. This bypasses slow enterprise sales cycles and locks out competitors like Anthropic, functioning as a strategic distribution acquisition rather than a desperate financing round.

NVIDIA funds OpenAI's compute purchases (of NVIDIA chips) with an equity investment. This effectively gives OpenAI a discount without lowering market prices, while NVIDIA gains equity in a key customer and locks in massive sales.