Mar 14, 2026 · 24-Hour AI Briefing: Microsoft Locks In $17.4B of GPU Capacity as Adobe Pays $150M Over Subscription Practices

Two very different stories stood out in the AI world over the past 24 hours. Microsoft is aggressively securing GPU capacity to power its expanding AI ecosystem, while Adobe has reached a $150 million settlement with U.S. regulators over its subscription cancellation practices. One story highlights the growing competition for AI infrastructure, the other shows increasing pressure on traditional software subscription models.

1. Nebius signs a $17.4B AI infrastructure deal with Microsoft

Commentary:

Nebius Group announced a five year agreement with Microsoft worth $17.4 billion, with the total value potentially expanding to $19.4 billion. The deal will provide GPU based AI infrastructure for Microsoft.

The agreement reportedly involves more than 100,000 Nvidia GB300 chips. Microsoft is clearly accelerating its push to secure compute capacity. Much of this infrastructure will support Microsoft's internal AI research and consumer AI services, while freeing Azure cloud resources to serve external customers and run OpenAI workloads.

Nebius is not a traditional hyperscale cloud provider. Instead, it focuses specifically on GPU infrastructure designed for AI workloads. With high density GPU clusters, liquid cooling and energy efficient designs, companies like Nebius are attracting increasing interest from AI developers.

However, the partnership also carries execution risk. Delays in data center construction, GPU delivery or network deployment could slow the rollout of Azure AI services.

2. Adobe agrees to a $150M settlement with the U.S. Department of Justice

Commentary:

Adobe agreed to pay $150 million to settle allegations brought by the U.S. Department of Justice. The agreement includes $75 million paid to the government and another $75 million in free services for affected users.

The dispute centers on Adobe’s annual subscription model. Users who cancel partway through a yearly plan can face termination fees of up to 50 percent of the remaining balance.

Regulators argued that Adobe made cancellation unnecessarily difficult. Some users reported struggling to find the cancellation option on the official website, navigating through multiple pages, waiting for customer support, or even continuing to be billed after believing they had successfully cancelled.

For a company that has dominated the creative software industry for years, being officially accused of misleading consumers is a serious reputational hit. If Adobe simply treats the settlement as a cost of doing business without reforming its subscription model, the rise of AI powered creative tools could make the situation even more challenging.

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