Introduction to Kog's Approach Kog, a French startup, is on a mission to prove that GPUs can be more than just a sidekick in the world of artificial intelligence. The common perception is that GPUs are poorly suited f…

The implications of Kog's approach are significant. If successful, it could lead to a major shift in how we utilize GPUs, making them more efficient and effective in a wider range of applications. This could have a ri…

The Current State of GPU Inference Currently, GPUs are primarily used for tasks such as graphics rendering and matrix multiplication. However, their potential for inference is largely untapped. Inference, the process …

The challenge lies in the fact that GPUs are designed for parallel processing, which makes them well-suited for certain types of computations. However, inference often requires a more sequential approach, which can be…