0
Applied AI·August 30, 2026·1 min read

Amazon is buying 2 million Nvidia GPUs for AWS data center expansion

Share

Two million additional Nvidia GPUs by 2028 means hyperscaler AI capacity is becoming a regulated-utility-scale asset, not just another cloud SKU. If you're building on AWS, assume GPU scarcity will be a policy and pricing question, not just a technical one.

Applied AI

AI agents that pass authentication can still drift, expose data, or get memory-poisoned

Agent gateways are being treated like API keys when they actually sit on top of half-built identity, attribution, and policy stacks—so teams are overestimating how much risk they’re burning down. If you’re piloting agents, treat gateway deployment as a security program, not a feature flag: log every action, tie it to a human owner, and assume memory and tool access are active attack surfaces.