GoKawiilAI analysis of century-old trade journals reveals pattern in construction automation success
A researcher used AI to scan thousands of digitized construction trade journal issues dating back to the 1850s, tracking every historical attempt to automate building tasks. The analysis found that successful automation clusters into two categories: off-site factory processes like steel fabrication and precast concrete, and on-site tasks simple enough to be performed by a machine repeating the same motion along a fixed path. Nearly everything outside these two categories failed to gain lasting adoption.