Sponsored content by Elemaster Group

In rail safety, the AI bottleneck isn't the algorithm: it's the evidence

Railway electronics are becoming more complex and software-defined, and suppliers are exploring where AI can help. But rail certification runs on determinism and verifiability, while AI is statistical by nature. At InnoTrans 2026, international group Elemaster argues the real gap isn't the algorithm, it's the testing infrastructure needed to prove AI actually works. And that is why owning the physical chain of verification is critical.

Sponsored content by POLYRACK TECH-GROUP

How developers choose the right solution between LCD, OLED and e-paper

Today, displays are a central element of electronic systems – far beyond their traditional role as output devices. They directly influence user interaction, power consumption, thermal behavior and ultimately the overall system architecture. Whether in embedded systems, medical devices, test equipment or mobile applications, developers must define the display technology early in the design phase. This decision has a direct impact on hardware, software and mechanical integration – and is difficult and costly to change later.