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Teams building or deploying agentic AI systems should watch TPU 8i and TPU 8t as purpose-built hardware that could significantly affect inference latency and training scale for complex, multi-step agent workloads on Google Cloud.
Advertisers and campaign managers can offload time-consuming policy troubleshooting, security audits, and certification paperwork to an AI agent, freeing them to focus on campaign strategy rather than compliance administration.