![]() ![]() ![]() Promoted primarily by NVIDIA in conjunction with its deployment and promotion of AI-accelerating graphics processing units (GPUs) are two uses in particular: smart-sampled anti-aliasing and raytrace de-noising. Uses for machine learning (which you can pretty much equate to AI) that most of us never envisioned have already evolved to aid in an area that CAD workflows have long emphasized: 3D visualization. We're seeing both hardware and applications incorporate AI to speed and improve upon the things CAD professionals already rely on, and vendors such as Autodesk are planting new seeds - already starting to bear fruit - for transformational changes to traditional workflows, first and foremost in generative design.Įarly - and Unexpected - AI Opportunities 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. ![]() ![]() 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. ![]()
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