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Applied AI·August 24, 2026·1 min read

Velocity named AdTech Platform of the Year as AI reshapes digital advertising

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As consumers move from clicking on pages to conversing with AI systems, adtech has to follow the assistant, not the feed—Velocity’s win is a marker of that shift. Brands and agencies should be experimenting with AI-native placements and attribution now, or risk losing visibility into where demand is actually being shaped.

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Nvidia says its inference accelerator Groq 3 LPX has entered full production and Nebius has signed on as the first customer; SpaceXAI will adopt Vera CPUs

Dedicated inference silicon like Groq 3 LPX entering full production—paired with early adopters like Nebius and SpaceXAI—means the performance-per-watt race for agent workloads is moving beyond general GPUs. If you’re planning high-volume inference, start modeling TCO across heterogeneous accelerators now rather than assuming “more H100s” is the only path.