by Karl Freund | Oct 30, 2025 | Video
In this roundtable, Baya Systems’ Nandan Nayampally joins Karl Freund (Cambrian-AI Research) and Jim McGregor (Tirias Research) to discuss how chiplets, modular design, and software-driven interconnects are reshaping AI infrastructure. More Cambrian-AI Visions Video...
by Karl Freund | Oct 6, 2025 | In the News
AMD just won the biggest AI deal in the company’s history, with OpenAI entering a definitive agreement to deploy 6 gigawatts of AMD GPUs, with the first gigawatt of capacity powered by AMD Instinct MI450 series GPUs set to start in the second half of 2026. The...
by Karl Freund | Sep 25, 2025 | In the News
Snapdragon sponsored my trip to Maui to see the new hardware being announced at the annual Snapdragon Summit in Maui. Qualcomm has rolled out new Snapdragon 8 for mobile and X2 Elite for Laptops that take on the competition with faster performance and lower power than...
by Karl Freund | Sep 19, 2025 | In the News
The data center business is in a bit of a panic. Demand is skyrocketing. Rack power requirements have increased from ~12KW per rack to over 125 KW in just the last year. Now they are preparing for a Gigawatt rack in the next two to three years (Nvidia Rubin Ultra)....
by Karl Freund | Sep 9, 2025 | In the News
In an industry-first, Nvidia has announced a new GPU, the Rubin CPX, to offload the compute-intensive “context processing” off another GPU. Yep, now, for some AI, you will need two GPUs to achieve maximize performance and profit. I would be surprised if the...
by Karl Freund | Sep 9, 2025 | In the News
The Nvidia juggernaught faces increased competition, but keeps innovating in silicon, software and systems design to keep its No. 1 position in the AI market. The industry standard MLCommons organization has just released the latest benchmarks for inference...
by Karl Freund | Sep 5, 2025 | In the News
The latest TPU and the upcoming Ironwood supercomputer were just the start Google is taking the next step in its quest to become a serious challenger to Nvidia GPUs. As I recently noted in my post on CSP silicon costs and failures, Google is the exception. Google...
by Karl Freund | Sep 5, 2025 | In the News
NVLink has become a second, and perhaps deeper, moat for Nvidia, following its CUDA software tools and libraries. There’s a reason the AI community prefers NVLink for connecting multiple GPUs: it is mind-blowingly fast, more than three times the performance of...
by Karl Freund | Aug 25, 2025 | In the News
Nvidia focuses on maximum performance and efficiency. We’ve all heard the predictions: the Next Big Thing will be “Physical AI” (Nvidia) or “Embodied AI” (Qualcomm). Jensen Huang has predicted that in a decade, there will be more robots than humans on Earth. These...
by Karl Freund | Aug 23, 2025 | In the News
Its Hard to Start Over. But It is Time… From Forbes to Substack. I’ve been publishing on Forbes for over a decade, focusing primarily on AI Hardware as an Industry Analyst. My company is Cambrian-AI Research, which I founded after leaving Moor Insights and Strategy in...
