Podcast – Utilizing AI – AI at the Edge
This episode of Utilizing AI focuses on how AI is becoming a practical, high‑impact tool in advertising, moving from experimentation to real-world use cases such as AI‑generated campaigns and mass…
Why GPUs Sit Idle: A Field Guide to AI Bottlenecks
Modern AI teams spend millions on GPUs, only to watch them sit idle. Network, storage, scheduling, physical layout, and operations all determine whether GPUs actually deliver performance. Yet the default…
Podcast – Billion-Dollar AI Headlines Obscure Real Business Value
On the panel, the discussion focused on the real‑world challenges of moving AI and Generative AI from experimentation into production. Rather than dwelling on theoretical possibilities, the conversation centered on…
Is Ethernet Ready for AI Networking?
I attended AI Infrastructure Field Day 4 last week in Santa Clara, California, and these are my takeaways from the Cisco Data Center Networking session. During the session, Cisco focused…
Data Platforms Must Not Become the AI Bottleneck
AI infrastructure discussions still focus on GPUs, models, and cloud scale. As organizations move from experiments to production, a different constraint is emerging. AI success is increasingly limited by data…