NVIDIA’s $20B strategic integration of Groq marks a structural inflection point in the AI economy. It’s not an acquisition in the conventional sense — it’s a strategic repositioning around the emerging bottleneck in AI economics: inference latency. This move signals a new equilibrium in compute strategy — where capital, physics, and infrastructure converge. It confirms that the next frontier of value in AI will not be determined by training capacity, but by real-time inferenc

Let’s be honest — the 10kW rack era isn’t just over. It’s ancient history.And it’s not coming back. What’s happening right now is something entirely different: an all-out power and cooling arms race inside every data center — built or unbuilt. The demand curve isn’t plateauing. It’s accelerating, steeply. And for the foreseeable future, that’s not going to change. People keep saying, “Well, quantum will change everything.” Not for this. Quantum is incredible, but it’s not bui

So I got pulled into a new AI project recently—one that leans into Object Detection. Now, most of my work is more “agentic”—you know,...

The artificial intelligence boom isn't just transforming industries—it’s reshaping the very backbone of the digital world. Nowhere is...

Innovations that promise significant cost savings and efficiency gains are always worth a closer look. One such innovation that has...