Nano Banana Origins of Compute Architecture The earliest computer architectures were defined by scarcity. Transistors were costly, memory was limited, and performance expectations were modest. Systems relied on single-core, sequential execution where correctness mattered more than scale. Instruction sets were closely matched to the hardware, and software

Nano Banana Two Worlds Of AI Compute Are Finally Colliding For more than a decade, AI silicon has evolved along two independent trajectories. On one side sat throughput-optimized architectures built to train massive models across thousands of accelerators. These prioritize raw FLOPS, memory bandwidth, and scaling efficiency.

Nano Banana What Computer Architecture Is And Why It Matters Computer architecture defines a computing system’s structure, component interaction, and trade-offs for performance, efficiency, cost, and reliability at scale. Architecture balances instruction sets, microarchitecture, memory hierarchies, and system-level design to meet workload requirements. Instruction encoding, pipeline depth,

DALL·E From Node-Centric To Workload-Centric For more than five decades, semiconductor innovation revolved around a single pursuit: shrinking transistors. Each new process node promised higher density, lower cost per function, and faster circuits. This node-centric model powered the industry through its golden era, making smaller equivalent to

Photo by Cristiano Firmani on Unsplash In 2010, Intel launched a new architecture-based solution for the high-end workstations. Codenamed Intel Xeon Phi Knights Ferry. It was a co-processor that would allow faster processing and training due to the massively parallel thread and memory level optimization with the help of multiple

Photo by Artiom Vallat on Unsplash In computer architecture, computing (compute), memory, and interconnect are the three main components of a computer system and are thus critical in CPU, GPU, and XPU design. These three pillars determine the speed and efficiency of the system. The faster these three blocks are,

Photo by Alex wong on Unsplash The applications that run on silicon architecture are constantly evolving. Today, these architectures are more compute and memory intensive than ever before. It also means that the users of these applications are processing more data and thus demand the lowest latency possible. In reality,

Photo by Jason Leung on Unsplash THE REASONS TO DEVELOP CUSTOM SEMICONDUCTOR CHIP IN-HOUSE As technology is progressing and touching every aspect of day-to-day life, the dependence on semiconductor solutions is also growing. These solutions are often made by semiconductor companies and can power several things from sensors to a