Katherine Schwab reports in Fast Company:
AI and machine learning are showing up everywhere in products and services–but often, it’s all hype. Algorithms are not always the right solution to the problem. Yet believing that machine learning can solve every design challenge is a common refrain. People are designing in such a strict way using data all the time (that) they’re losing creative potential . . . that’s when you’re disruptive. "Data-driven design stagnates really fast."
It’s easy for a trend to turn into a cliché–popular ideas have a way of becoming ridiculous when taken too far. At the Fast Company Innovation Festival, Co.Design editor Suzanne LaBarre sat down with several judges of the 2018 Innovation by Design awards to discuss the wild future of design–and to find out which trends are vastly over-hyped right now.Algorithms aren’t everything
AI and machine learning are showing up everywhere in products and services–but often, it’s all hype. And more importantly, algorithms themselves are not always the right solution to the problem. Yet believing that machine learning can solve every design challenge is a common refrain today.
“I think there’s this impatience to say we have an algorithm for something, and that’ll solve all our problems,” said Jason Chua, the executive director of advanced topics at United Technologies. “Machine learning is not a panacea, and if you don’t apply human-centered principles, you may see some of these things run amok. I think it’s very valuable . . . but it needs to be applied in very careful ways.”
Virtual reality has nothing on the physical world
For illustrator and graphic designer Edel Rodriguez, the most overrated trend in technology right now isolates us from the physical world.
“I don’t like VR,” he said. “I don’t care about this stuff. I don’t care how many times people say this is great new technology. It’s just not how I want to experience the world and not how I want my kids to experience the world. There’s a lot of information a kid can get through flipping a page or touching things.”
Data is producing design that all looks the same
In digital design and branding, there’s a certain tendency toward visual uniformity that Marcelo Eduardo, a founding partner at the agency Work & Co, detests. He thinks the culprit is too much reliance on data.
“There’s an oversimplification–a lot of things look the same,” he says. “People believe that you can pasteurize a design and users won’t notice. It gets close to automation. People are designing in such a strict way using data all the time and they’re losing the creative potential . . . that’s when you’re disruptive. Data-driven design . . . stagnates really fast. Someone takes over by doing something different that you wouldn’t do if you were analyzing the data.”
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