CognitiveExperience.Design | DOSSIER 2030
DESIGN + MACHINE LEARNING
Design is undergoing a transformation and a new generation of design leaders are using Cognitive Experience Design to craft customer experiences that reduce the time to task and that delight the users senses with new art forms that use algorithms to generate infinite possibilities.
Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed.
Generative design is an iterative design process that involves a program that will generate a certain number of outputs that meet certain constraints, and a designer that will fine tune the feasible region by selecting specific output or changing input values, ranges and distribution. Throughout the generative design process the designer learns to refine the program with each iteration as their design goals become better defined over time.
The output could be images, sounds, architectural models, animation, and much more. It is therefore a fast method of exploring design possibilities that is used in various design fields such as art, architecture, communication design, and product design.