Sunday 22 October 2023

AI as ideation partner

Design ideation may conjure up the Aha! moment, the sketch on the back of an envelope or the lone creative genius. Everyday ideation in creative industries, however, suggests that successful ideas are the result of many minds and hands working collaboratively. Indeed Mark Twain, the American author, in emphasising the combinatorial nature of creativity, held that substantially all ideas are second-hand, consciously and unconsciously drawn from a million outside sources. But drawing on very large outside sources, and across domains is what generative AI does well. And so, while designers will never stop coming up with great ideas, AI can augment that creativity. That is, when designers only have vague initial ideas, generative AI can help to crystalise ithem. In fact, using generative AI such as ChatGPT designers no longer have to "waste" their time coming up with already existing ideas. Instead they can apply their creative energy towards iterating, assembling, and combining to create new ideas that they would not have been able to do without the help of AI. However, generative AI might tempt designers to start the design process through prompt engineering (describing a task that an AI should perform) rather than, say, idea sketching using pen and paper. That is, generative AI, as an ideation tool, may sideline or bypass traditional ways of getting the design process started. But if going straight to AI, what impact will AI have on reflective design principles while designing? Or, as held by Umberto Eco, the philosopher and writer, 'Thanks to the resistance of pen and paper, it does make one slow down and think'.

Wednesday 11 October 2023

Workshop in the age of AI

The impact of artificial intelligence, AI on the design process is accelerating, from the early days of CAD streamlining a wide array of mundane steps associated with manual design (drafting) to becoming a tool and medium for complex design expressions (ideation). Ultimately, the merging of CAD and prompt-engineered Large learning models, LLMs, would take care of the design process end-to-end, or result in fully integrated Building information models, BIMs, from first idea to final materialisation. But if AI someday becomes able to perform actions currently carried out by designers and engineers it also raises concerns related to employment in the field. Indeed, AI is prompting questions on the future of work and human creativity. In one recent example of generative AI’s achievements, as reported in Scientific American, AI programs (GPT-4) outscored the average human in tasks requiring originality, as judged by human reviewers. But while it is natural and historical that humans are apprehensive of new technology, the cognitive associations of generative AI and humans differ. That is, human sensemaking is generated through personal interests, memories, feelings and lived experiences whereas AI is rather imitating or simulating what people can do. Moreover, the ethical, cultural and societal values and judgements underlying and supporting design proposals need to be made transparent for which humans, not machines should be accountable. Overall, then, this suggests that the ideation workshop, in encouraging the participants to trying out a wide range of conceptual tools, both analogue and digital, in order to better engage with, and therefore better understand design thinking and making, remains relevant and meanigful in the age of AI. Source: https://www.scientificamerican.com/article/ai-anxiety-is-on-the-rise-heres-how-to-manage-it/?utm_source=pocket-newtab-en-gb

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