Report: The Road to Artificial General Intelligence: Achieving the Next Era of Intelligence


Explore how industry leaders are defining artificial general intelligence (AGI) and what it may take to reach it. Developed by MIT Technology Review and Arm, this deep dive examines accelerating timelines, the compute innovations shaping progress, and why today’s models still fall short of true intelligence. Designed for engineers, researchers, and technology leaders navigating the future of ... » read more

AI Effort And Money Misplaced


While it is early days, and innovation is important, hyperscalers cannot afford to keep throwing money away forever. They need to work out how AI will earn money, and that relies on inference. For some time, I have been intrigued by the amount of money being spent on model development and AI training compared to the investment in inference. Models are an enabler, and every new model is attem... » read more

Computer Architecture Extending The Von Neumann Model With A Dedicated Reasoning Unit For Native Artificial General Intelligence (TU Munich, Pace U.)


A new technical paper titled "Augmenting Von Neumann's Architecture for an Intelligent Future" was published by researchers at TU Munich and Pace University. Abstract "This work presents a novel computer architecture that extends the Von Neumann model with a dedicated Reasoning Unit (RU) to enable native artificial general intelligence capabilities. The RU functions as a specialized co-proc... » read more

Mass Customization For AI Inference


Rising complexity in AI models and an explosion in the number and variety of networks is leaving chipmakers torn between fixed-function acceleration and more programmable accelerators, and creating some novel approaches that include some of both. By all accounts, a general-purpose approach to AI processing is not meeting the grade. General-purpose processors are exactly that. They're not des... » read more