Go offline with the Player FM app!
Sustainability Starts in the Design Process, and AI Can Help
Archived series ("Inactive feed" status)
When? This feed was archived on February 26, 2024 22:45 (). Last successful fetch was on September 17, 2023 17:41 ()
Why? Inactive feed status. Our servers were unable to retrieve a valid podcast feed for a sustained period.
What now? You might be able to find a more up-to-date version using the search function. This series will no longer be checked for updates. If you believe this to be in error, please check if the publisher's feed link below is valid and contact support to request the feed be restored or if you have any other concerns about this.
Manage episode 317982397 series 2503894
Artificial intelligence helps build physical infrastructure like modular housing, skyscrapers, and factory floors. “…many problems that we wrestle with in all forms of engineering and design are very, very complex problems…those problems are beginning to reach the limits of human capacity,” says Mike Haley, the vice president of research at Autodesk. But there’s hope with AI capabilities, Haley continues “This is a place where AI and humans come together very nicely because AI can actually take certain very complex problems in the world and recast them.”
And where “AI and humans come together” is at the start of the process with generative design, which incorporates AI into the design process to explore solutions and ideas that a human alone might not have even considered. “You really want to be able to look at the entire lifecycle of producing something and ask yourself, ‘How can I produce this by using the least amount of energy throughout?’” This kind of thinking will reduce the impact of, not just construction, but any sort of product creation on the planet.
The symbiotic human-computer relationship behind generative design is necessary to solve those “very complex problems”—including sustainability. “We are not going to have a sustainable society until we learn to build products—from mobile phones to buildings to large pieces of infrastructure—that survive the long-term,” Haley notes.
The key, he says, is to start in the earliest stages of the design process. “Decisions that affect sustainability happen in the conceptual phase, when you're imagining what you're going to create.” He continues, “If you can begin to put features into software, into decision-making systems, early on, they can guide designers toward more sustainable solutions by affecting them at this early stage.”
Using generative design will result in malleable solutions that anticipate future needs or requirements to avoid having to build new solutions, products, or infrastructure. “What if a building that was built for one purpose, when it needed to be turned into a different kind of building, wasn't destroyed, but it was just tweaked slightly?”
That’s the real opportunity here—creating a relationship between humans and computers will be foundational to the future of design. “The consequence of bringing the digital and physical together,” Haley says, “is that it creates a feedback loop between what gets created in the world and what is about to be created next time.”
Show notes and references
What is Generative Design, and How Can It Be Used in Manufacturing?
Four Ways AI in Architecture and Construction Can Empower Building Projects
61 episodes
Archived series ("Inactive feed" status)
When? This feed was archived on February 26, 2024 22:45 (). Last successful fetch was on September 17, 2023 17:41 ()
Why? Inactive feed status. Our servers were unable to retrieve a valid podcast feed for a sustained period.
What now? You might be able to find a more up-to-date version using the search function. This series will no longer be checked for updates. If you believe this to be in error, please check if the publisher's feed link below is valid and contact support to request the feed be restored or if you have any other concerns about this.
Manage episode 317982397 series 2503894
Artificial intelligence helps build physical infrastructure like modular housing, skyscrapers, and factory floors. “…many problems that we wrestle with in all forms of engineering and design are very, very complex problems…those problems are beginning to reach the limits of human capacity,” says Mike Haley, the vice president of research at Autodesk. But there’s hope with AI capabilities, Haley continues “This is a place where AI and humans come together very nicely because AI can actually take certain very complex problems in the world and recast them.”
And where “AI and humans come together” is at the start of the process with generative design, which incorporates AI into the design process to explore solutions and ideas that a human alone might not have even considered. “You really want to be able to look at the entire lifecycle of producing something and ask yourself, ‘How can I produce this by using the least amount of energy throughout?’” This kind of thinking will reduce the impact of, not just construction, but any sort of product creation on the planet.
The symbiotic human-computer relationship behind generative design is necessary to solve those “very complex problems”—including sustainability. “We are not going to have a sustainable society until we learn to build products—from mobile phones to buildings to large pieces of infrastructure—that survive the long-term,” Haley notes.
The key, he says, is to start in the earliest stages of the design process. “Decisions that affect sustainability happen in the conceptual phase, when you're imagining what you're going to create.” He continues, “If you can begin to put features into software, into decision-making systems, early on, they can guide designers toward more sustainable solutions by affecting them at this early stage.”
Using generative design will result in malleable solutions that anticipate future needs or requirements to avoid having to build new solutions, products, or infrastructure. “What if a building that was built for one purpose, when it needed to be turned into a different kind of building, wasn't destroyed, but it was just tweaked slightly?”
That’s the real opportunity here—creating a relationship between humans and computers will be foundational to the future of design. “The consequence of bringing the digital and physical together,” Haley says, “is that it creates a feedback loop between what gets created in the world and what is about to be created next time.”
Show notes and references
What is Generative Design, and How Can It Be Used in Manufacturing?
Four Ways AI in Architecture and Construction Can Empower Building Projects
61 episodes
All episodes
×Welcome to Player FM!
Player FM is scanning the web for high-quality podcasts for you to enjoy right now. It's the best podcast app and works on Android, iPhone, and the web. Signup to sync subscriptions across devices.