The key to DeepSeek’s frugal success? A method called "mixture of experts." Traditional AI models try to learn everything in one giant neural network. That’s like stuffing all knowledge into a ...

In the modern era, artificial intelligence (AI) has rapidly evolved, giving rise to highly efficient and scalable architectures. Vasudev Daruvuri, an expert in AI systems, examines one such innovation ...

Chain-of-experts chains LLM experts in a sequence, outperforming mixture-of-experts (MoE) with lower memory and compute costs.