Adaptive systems were supposed to simplify decision-making. Instead of hard-coded rules, engineers built models that could learn from data, respond to change, and improve over time. That promise still ...

The explosion of AI workloads is redrawing the data center blueprint in real time. Models are larger, compute clusters are denser, and the pressure to deliver consistent performance is relentless.