Big Tech's relationship with AI labs is complex. Amazon, as an investor, compute provider, and customer to Anthropic, also has the ear of government officials. By reporting security flaws, they can act as both a helpful partner and a competitor putting their thumb on the regulatory scale.

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.

Major cloud providers like Amazon are making multi-billion dollar investments in AI startups like Anthropic, which then commit to spending that money back on the provider's cloud services. This "circular" financial arrangement locks in future revenue and inflates growth metrics with non-organic activity.

Cloud providers like Amazon and Google benefit regardless of which AI model wins. By structuring deals as large-scale compute commitments in exchange for equity (e.g., with Anthropic), they profit from cloud usage fees, drive adoption of their in-house silicon, and gain visibility into data center capex recovery, effectively hedging their bets across the entire AI ecosystem.

With 80% of revenue tied to token usage, leading model providers are not incentivized to offer features like auto-routing to cheaper models. This business model conflict creates a competitive vulnerability and an opportunity for third-party tools like Cursor to win by optimizing developer experience and cost-efficiency.

For leading AI labs like Anthropic and OpenAI, the primary value from cloud partnerships isn't a sales channel but guaranteed access to scarce compute and GPUs. This turns negotiations into a complex, symbiotic bundle covering hardware access, cloud credits, and revenue sharing, where hardware is the most critical component.

Anthropic renegotiated its deal with major investor Amazon, moving from a "compute hours" model—which AWS can optimize—to a token-based model. This shift increases costs for Amazon and demonstrates Anthropic's growing leverage, as it now controls the core unit of value, signaling a power shift in the AI partnership.

By investing billions in both OpenAI and Anthropic, Amazon creates a scenario where it benefits if either becomes the dominant model. If both falter, it still profits immensely from selling AWS compute to the entire ecosystem. This positions AWS as the ultimate "picks and shovels" play in the AI gold rush.

Amazon is pursuing a deep commercial deal with OpenAI to power its AI products. This is driven by frustration that its internal models aren't powerful enough and its Anthropic partnership offers insufficient customization, risking its products being seen as mere wrappers.