<p>➀ Keysight Technologies has introduced KAI Data Center Builder, a new software suite designed to emulate real-world AI training workloads, aiding in assessing the impact of changes to algorithms, components, and protocols on AI system performance.</p><p>➁ The tool helps align hardware design with training algorithms, improving overall system performance by integrating training workloads from large language models (LLMs) and other AI models.</p><p>➂ KAI Data Center Builder allows AI operators, cloud providers, and infrastructure vendors to test realistic workloads in lab environments, validate new AI cluster designs, refine partitioning strategies, and optimize performance before full deployment.</p>