Artificial intelligence systems may be good at generating text, recognizing images, and even solving basic math problems—but when it comes to advanced mathematical reasoning, they are hitting a wall.

Siemens executives discuss the practical challenges manufacturers face when integrating legacy systems with modern digital technologies, including specific examples of 30-year-old systems with 60 ...