Join us for a talk on how you can easily integrate generative artificial intelligence (AI) into various 3D project workflows using tools such as Revit software or 3ds Max software via the NVIDIA Omniverse platform and OpenUSD interchange. We’ll show you examples of how to automate tedious 3D work and alleviate time-consuming tasks to help accelerate time to production and maximize creative exploration. You’ll learn how to connect generative AI tools and technologies such as ChatGPT or LLM integrations, Instant NeRF, and Omniverse DeepSearch to take over repetitive work, freeing up time to focus on more-meaningful work. You’ll also learn how to use generative AI to improve the quality of your work and create new and innovative products and services. This talk is essential for anyone who wants to stay ahead of the curve in the ever-changing world of technology. Don't miss out on this opportunity to learn how AI can help you do more of what you love.

To meet global demand for affordable and sustainable housing, the architecture, engineering, and construction (AEC) industry must streamline the design-to-construction process. Modular builders—like Factory_OS—are doing just that by productizing their building systems to generate customizable buildings from a catalog of construction-ready unit types. With Factory_OS, Autodesk Research has developed new design methods that connect their building unit catalog with AI-powered generative design to create multiple design options. This case study demonstrates how new procedural design systems enabled rapid, no-code design exploration while balancing trade-offs between cost, carbon, and habitability. The study also showcases how the prototype made it onto Autodesk Forma using the developer extension model to deliver customized novel design functionality and metrics. Going beyond existing capabilities, Autodesk Research and Autodesk Forma enabled Factory_OS to rapidly and intuitively evaluate new development projects in a data-informed manner.

Generative artificial intelligence (AI) and large language models (LLMs) are bringing disruption across industries, changing the way we create images, text, and code. Within architecture, engineering, and construction (AEC), these tools will transform the design and construction process. Professionals in AEC must stay informed of this fast-moving technology to remain competitive and aware of the innovative design-and-make software. TileGPT is an LLM-powered prototype developed within Autodesk Research to generate optimized designs using intuitive and flexible text-based input. This session will cover the technical capabilities of this generative AI system, which uses optimization to enable rapid design exploration. It presents example use cases within AEC design, including performance-driven generation of building massing, site design, facade layouts, and more. With generative AI, Autodesk Research is expanding what's possible within design tools, and showcasing new design experiences that are fast, intuitive, and accessible.

In the post-pandemic era, organizations grapple with a dynamic workforce, making knowledge transfer a significant challenge. This fluidity necessitates that knowledge is not only stored effectively but also promptly retrievable when required, given the constant influx and outflow of personnel. Autodesk Construction Cloud, with its unlimited storage capability, is aptly serving as a robust knowledge vault for Sunway, enabling the firm to overcome this hurdle. The Autodesk Construction Cloud Files feature allows us to search keywords within contents, a strength we've capitalized on to maximize its utility. Today, we're pushing boundaries further by integrating Autodesk Construction Cloud with ChatGPT via OpenAI API. This integration embeds our files into vectors, forming the foundation for a Q&A system. This groundbreaking approach signifies a knowledge revolution, ensuring seamless knowledge transfer and accessibility, regardless of workforce dynamics.

With each release of AutoCAD software, Autodesk adds new features and enhances existing features. In this session, we'll take a look at the compelling new and enhanced features included in AutoCAD 2024 software. See the enhancements made to importing markups into your drawings! Discover how machine learning improves productivity with Smart Blocks, and learn how you can better track the changes made to your drawing files with Activity Insights!

Discover the power of Autodesk Platform Services and artificial intelligence (AI) to revolutionize prefabrication processes. In this session, we'll explore core industry challenges, including time-consuming tasks, repetitive actions, errors, lack of standardization, and the sharing of information about increasingly complex models with people in the shop. Witness firsthand how Autodesk Platform Services—armed with reusable assemblies, customizable rules, and a machine-learning modeling assistant—propels you toward a new era of efficiency and consistency. Furthermore, experience captivating web-based viewers that foster dynamic collaboration, as you learn how to unleash fabrication models with enhanced visualization and precision. See how these elements form a seamless and transformative process for optimizing fabrication workflows. This talk will offer a fresh perspective on driving innovation in the architecture, engineering, and construction (AEC) fabrication industry, leading to improved project outcomes.

This session will address the challenge of developing a vision and a strategy for lifecycle carbon credits to achieve net-zero carbon across any company's project, and on smart buildings globally. We'll cover the implementation of carbon-neutral standards and workflows to create a performance-based center of excellence that strives to build a better world. The focus is to streamline the process and evolve a sustainability impact program. We'll demonstrate processes for data extraction and show how to develop a proof-of-concept and visualize metadata through the Autodesk Insight data connector. We will demonstrate construction coordination and design solutions. We'll also cover the development of training modules to build awareness to scale the proof-of-concept on sites across North America, Europe, the Middle East, and Africa, and Asia Pacific. Finally, we'll highlight the sustainability impact of net-zero smart factories and data centers.

As AI rapidly advances, we stand at the crossroads of AI's immense potential and the risk and challenges it brings. How will this revolutionary technology affect our workflows and jobs? Join us to learn how the latest AI innovations can accelerate creativity, visualization, and simulation instead of replacing our skills. Get an inside look at experimental projects that transform co-creation between designers and AI. With the right mindset and tools, we can harness AI as a partner to accelerate our creativity, not replace it. Be part of the AI revolution and discover how to co-create the future of accelerated design and creativity!

In today's rapidly evolving technological landscape, workstations stand as pivotal tools that catalyze innovation and drive efficiency across a spectrum of industries. This presentation sheds light on recent innovations in workstations impacting the building design/construction, product manufacturing, and media and entertainment industries. Driven by the rapid implementation of new Autodesk tools and integrated add-ins, these industries are continually pushing the limits of computational requirements. In other words, the software "monster" that we have created (and love) needs to be properly fed. In this session we will discuss innovation in CPU, GPU, I/O, and workstation engineering that can benefit the complex 3D, VR, AI, and Reality Capture workflows.

Join us to see how GOLDBECK used the new AEC Data Model and Data Exchanges offered by Autodesk Platform Services to democratize data access across departments and different applications. Our session will highlight how we access data from native software tools using Data Exchange, reducing the need for manual data drops and empowering stakeholders to make informed decisions based on a single-source-of-truth AEC Data Model. With AI-based prompts powered by ChatGPT, we will illustrate dynamic ad hoc queries, enabling users to find, access, and consume model data in a new, intuitive way (for example, "Show me the CO2 footprint of all windows”). Our real-world examples showcase interactive data visualization and collaborative platform services that allow you to provide relevant data to different project stakeholders throughout the project lifecycle. Learn how to harness innovative technology with the AEC Data Model API and Data Exchange API to streamline workflows, break down data silos, and make data available everywhere.

Architects today face challenges in task management, fragmented data flow, project complexity, sustainability, and maintaining quality control. Discover how Forma, Revit, 3ds Max, AR/VR, and other digital tools empower architects to overcome these challenges, automate tasks, foster collaboration, and adopt a holistic approach to design. Join us in this inspiring industry talk where we will explore how these tools are improving the design process, enabling architects to unleash their creativity while addressing environmental challenges and delivering sustainable, future-proof buildings.

With recent advances in generative models, many industries must adapt to offer more-intuitive solutions to interact with their expert software. The challenge ahead is to combine this expert knowledge with artificial intelligence (AI) to include more-natural ways of interacting with our tools while remaining precise and controllable. In this talk, we will discuss our solution to achieve this for content creation in Maya software. We'll present a high-level overview of the architecture to better understand the integration of the Microsoft Azure OpenAI services in our product. Then, we will discuss how we improved the inference model bridging the gap between research and production. We'll also show a demo of our plug-in in Maya software on a complex scene. You'll leave this session knowing how to prepare a proper data set for code generation from prompt, how to design a structured context improving the accuracy of the generated response, and how to maximize custom embeddings to handle more-complex use cases.

RADiCAL's artificial intelligence (AI) enables 3D motion capture, animation, and content solutions for film, gaming, and live events for everyone, everywhere. Our AI delivers an end-to-end software-only solution, generatively going straight from a single 2D video to 4D skeletal joint rotations, in real time, requiring no coding, hardware, investment, or training. Camera, browser, internet: done. In this product demo, we'll explain how RADiCAL Live works, how you bring real-time, multiplayer, motion-capture data into Maya software. We'll go into RADiCAL's development road map (including feature sets to be released soon). And we'll cover how we continue to partner with Autodesk in the creation of a truly democratized, end-to-end, cloud-based, collaborative content-creation platform that has AI at its heart.

The assessment of CAD is extremely resource intensive. Dr. Tom Peach of University College London (UCL) estimates that marking Fusion 360 submissions for a single cohort takes two months of man hours, without even considering the time spent delivering content and supporting students. The session will outline how this entire process was completely automated by Fabrio this year, turning around 1500 submissions within a day. Grades were ready for students 50 times faster, while also improving accuracy. Integrating Fabrio into UCL's teaching plans addressed a number of key pain points faced by institutions across the world, including developing content, low staff-to-student ratios, and general limitations in assessment styles. This session will also highlight how the same learning paradigms can be applied in the corporate space (e.g., onboarding, upskilling, or preparing for certification).

Project stakeholders need to understand the state of their projects in a simple and easy-to-consume format. Autodesk Construction Cloud users can maximize the power of Construction IQ software to produce predictive insights and display the project analytics in a powerful but easy-to-understand dashboard with live links to the information. Construction IQ, with the help of machine learning, allows the architecture, engineering, and construction (AEC) teams to prioritize issues, and streamline and expedite decision making, thus improving the project delivery outcomes for all stakeholders. This presentation will showcase GHD's use of machine learning within Construction IQ to surface the data on safety and quality, enabling the resolution of issues before they become critical on site. Through this session, you'll better understand how to implement Construction IQ on your project today, gaining insights into projects that otherwise wouldn't be possible.

Join us for an exciting presentation on the intersection of ChatGPT and building information modeling (BIM) energy analysis in sustainable fractal design through the use of fractal patterns and structures in the design of buildings. Fractal architecture aims to create a functional connection between the built environment and the natural world, promoting a more sustainable and harmonious relationship between buildings and the earth's complex ecological systems. In this talk, we'll explore how machine-learning algorithms like ChatGPT can be integrated into fractal design to optimize building design for maximum energy efficiency and sustainability. We'll also discuss the potential that sustainable fractal design has to reduce a building's carbon footprint and improve indoor air quality. You'll leave with a practical understanding of how to capitalize on these innovative tools and approaches for your own building design projects

Recent news of artificial intelligence (AI) advances have us all wondering how our professions will change. Committed to driving future-ready innovation, WSP Digital Solutions engaged with Autodesk Research to explore the potential of AI-assisted automated structural design after seeing a prototype at Autodesk University 2019. In this class, you'll see how we worked together to understand the technology's promise and how to use it effectively. We'll describe the possible benefits we identified, from more-meaningful, agile engagements with architects in early design phases through assistive technology that automates away tedious tasks and helps explore more options ("rapid optioneering"), to surfacing sustainability trade-offs when most impactful decisions can be made. We'll also address the fears around this digital transformation. Finally, we will share how our unique collaboration came to be, and how you too can engage with Autodesk to prepare for and shape the future of work and the world of tomorrow.

Building and infrastructure design and engineering fees have continued to constrict even as projects become more complex with stricter delivery requirements. Several design and engineering firms are in the process of remaking parts of their company to create a new way to deliver projects: Design Value-as-a-service. This panel of (4) executives from ENR Top 15 design firms will discuss how they are leveraging standard/repeatable workflows, big data, and human and artificial intelligence through process automations to create a new delivery paradigm that will revolutionize the engineering and design industry. A lot of discovery work is being done on internal processes, data authoring, data processing, automation, and market analysis to determine how this may drive high quality project throughput at scale. Come see the future of the industry as it begins.

In this Lab, participants will use Forma to set up their own project and start designing and experimenting! We'll cover how to use our rapid operational energy analysis to see and build intuition on the impact of compactness, orientation, and with a few other basic building parameters on operation energy. We'll dig into our AI-powered operational energy analysis to understand how a building's form and primary materials impact the energy consumption and subsequent carbon. We will look at the tradeoff between these ad other analyses, including sunlight, noise, utci and wind to empower you to balance trade-offs and learn how to design in an informed outcome based way. The built environment isn't optimized for a single objective; you need all of this information in the same place and with Forma you get that all in the browser. We will also showcase how Forma is engineered for collaboration.

Fail fast, as they say in tech. Our mantra for conceptual design is "Turn every stone.” That's why we've used Autodesk Forma as a tool for optimization and design evolution since it was conceived as a startup in Oslo, Norway. Autodesk Forma has played a pivotal role in the development of our 10-step methodology, which aims to increase the sustainability ambition in our projects. It has finally provided the much-needed support for data aggregation and seamless integration with our modeling software. The implementation of Autodesk Forma in our practice, from sketch to detail phase, has helped us create a transparent dialog with our clients and regulatory authorities, based on rich and objective information. It empowers us to find the best architectural solutions tailored to the unique characteristics of each site. In this session, we're excited to share a selection of large-scale urban projects in Norway that have been shaped up in Autodesk Forma and are transforming the urban fabric, leaving a lasting impact for generations to come.