Next gen consoles could be delayed as RAM shortages drive up costs

The tech industry is starting to experience a shortage of RAM, and this could affect more than just computers and phones. It’s possible that the next generation of gaming consoles will be delayed or cost more than usual.








![Data streams from networked sensors converge upon a dual-model machine learning system-an [latex]LSTM[/latex] for forecasting and a Random Forest for anomaly detection-with results surfaced through a real-time Streamlit dashboard, establishing a closed-loop system for monitoring and preemptive alerts.](https://arxiv.org/html/2512.21801v1/leak_detection_architecture.drawio.png)