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And of those professional spaces, CAD presents some of the most compelling uses I’ve seen for the technology. The trickier (and more relevant) question for many is: How will it do so, when it will do so, and in which markets and applications will it have the most impact? Certainly, professional computing applications are among those most clearly in the crosshairs of machine learning. But for those who’ve seen more than a few hype-and-bust cycles in the past, the headlines beg the question: Is this stuff real and impactful, or just another round of marketing exuberance that will disappoint in the long run? The answer in a big-picture context is clear: In the long term, artificial and machine learning will fundamentally transform not only technology, but likely society as a whole. Overall, it was worth it, as the volumes look believable and I got closer to the final result, saving a lot of time downstream during compositing and creative finishing.A Compelling Example of AI in CAD: Autodesk’s Take on Generative Design 18 Feb, 2019 By: Alex Herrera Herrera on Hardware: Both evolutionary and revolutionary uses are emerging for artificial intelligence (AI) in CAD, which is making a splash from NVIDIA rendering applications to Autodesk Fusion 360 - and suggesting serious synergy with virtual workstations.Īrtificial intelligence (AI), machine learning, deep neural networks (DNNs) - these topics and buzzwords have captured the lion’s share of technology press in the past few years. Fortunately, the test rendering in the interactive Arnold RenderView is remarkably fast. This gave me the desired length, but increased render times. Increasing the Volume Ray Depth allowed me to add multiple scattering bounces within the volume. Overall, it was worth it, as the volumes look more believable and I could get closer to the final result saved a lot of time downstream during compositing and creative finishing. Volume Ray Depth allows you to configure settings that limit the ray recursion based on ray type and can help you create dramatic differences to a scene or image.