“M5 Ultra” Mac Studio — When an Intel Chip Starts to Struggle with Today’s AI.

This episode reflects on revisiting an older Intel-based Mac Pro while testing a lightweight AI model like Gemma 4.Although the machine was once considered high-performance, running modern AI workloads highlights a clear gap compared to newer Apple Silicon systems, particularly in speed, efficiency, and thermal behavior.The experience leads to a broader observation about how quickly hardware can become outdated in the current pace of AI development.It also looks ahead to the possibility of building a dedicated local AI setup using future chips, with the idea of running models privately and continuously.A quiet reflection on how evolving technology reshapes the way we think about performance, timing, and ownership of our tools.