How does computer programming impact the act of designing? Are digital protocols about to substitute human activity in the project of architecture, or does the human component remain an essential one - through changed paradigms? And if so, which paradigms should we refer to? Charles Driesler and Ahmad Tabbakh retrace these fundamental questions through some recent examples, and propose the application of a GAN protocol for the post-war reconstruction of Aleppo.