Although the character-animation process has been largely digitized, the fundamental approach has remained relatively unchanged for more than a century. Animators create performances by creating key poses, which they then string together in a sequence to create motion. They continue to add and finesse these keyframes until they get a believable performance. In this presentation, we will demonstrate a new approach to character animation that uses AI to transform the way animators work. With neural motion controllers, we use machine learning to model how characters move and behave. An animator then only needs to specify high-level intent, like when and where they want the character to move, and the neural motion controller does the tedious work of producing natural, believable motion. We will also demonstrate that by connecting this new technique with core Autodesk capabilities, we can create a production-ready workflow where animators retain full artistic control over the final animation.

Blocks are important in AutoCAD software. Working with blocks is not always fun, and can be tedious. There are missed opportunities when objects should be blocks, but are missed or the effort does not justify the reward. And if you always insert a block a certain way, shouldn't AutoCAD just know this? AutoCAD 2024 software introduced machine learning to help productivity. The block-related features got even smarter in AutoCAD 2025. Let's take a deep dive into this. Like what? Finding the blocks to replace is no longer a tedious exercise. AutoCAD now offers assistance by suggesting blocks that are similar to what you've picked or recently placed. AutoCAD can place blocks in a manner similar to a recently placed block. Discover a workflow to convert multiple instances of selected objects into blocks. Or use the AI-driven Object Detection feature to scan your drawing and find objects to be converted into blocks.

In this session, we'll explain what machine learning (ML) is, what it's used for, and how it falls into the discipline of artificial intelligence (AI), data science, and computer science. We'll also provide an overview of how ChatGPT works, and what other kinds of ML applications and models you can use to solve problems using data from Autodesk Construction Cloud, building information modeling (BIM), or any of our Autodesk services and APIs. This session will benefit everyone who would like to enable their teams to quickly gain insight from historical data, speed up learning, and create a more agile collaboration environment.

In this session, we'll explain what machine learning (ML) is, what it's used for, and how it falls into the discipline of artificial intelligence (AI), data science, and computer science. We'll also provide an overview of how ChatGPT works, and what other kinds of ML applications and models you can use to solve problems using data from Autodesk Construction Cloud, building information modeling (BIM), or any of our Autodesk services and APIs. This session will benefit everyone who would like to enable their teams to quickly gain insight from historical data, speed up learning, and create a more agile collaboration environment.

Believing that perfect BIM models are essential for project success is a common misconception. This session debunks that myth, highlighting that the quest for perfect models is not only unrealistic but also uneconomical, especially for standard projects. We will discuss how stakeholder expectations differ, making a universally "perfect" BIM-model virtually impossible. Crucially, I will introduce strategies to manage imperfect BIM models effectively, using tools and technology like AI that help contractors work with imperfections as they do in 2D. Learn how embracing imperfect models can cut costs, save time, and provide a competitive advantage.

Through this conversation, you'll see the journey of five different architecture, engineering, construction, and operations (AECO) professionals from different countries and backgrounds. They'll talk about their experiences maneuvering through the AEC industry and the unique situations they've faced. Learn how they adapted to the new environments, cultures, and practices while working to provide excellence in their respective fields. This conversation will provide insight into how diversity, equity, and inclusion can positively impact your company, its culture, the way it's perceived in the industry—and its bottom line.

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.

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!

Change is happening at breakneck speed. Getting blindsided by unexpected forces can be disastrous. How do foresight experts prepare their organizations to get ready for the future, seize opportunity, and mitigate risks? In this roundtable, Autodesk's Strategic Foresight team will help participants prepare to confront industry uncertainty. Participants will learn about key industry forces, and will discuss the drivers they're tracking in their sectors (e.g., next steps for machine learning, impacts of our aging populations, and knock-on effects of supply chain disruption). The moderator will share implications linked to each of these forces using a "suitcase of futures” containing fictional props that make possible circumstances feel vivid. Using these compounding forces, participants will learn to reverse-engineer preferred futures into concrete actions. Participants will leave the session with new foresight skills and information about forces that will help improve their future readiness.

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.

Learn how high-resolution imagery products like True Ortho imagery, 3D textured mesh, 3D point clouds, and DSM/DTM can set the stage for designing the built environment, provide site-wide content at any scale, and help jumpstart any project. AI and machine learning help identify and extract raster and vector features that give context to the design. These AI features can include building footprints, impervious surfaces, vegetation levels, infrastructure locations, pavement markings, and more. These powerful datasets can be used as the source data for your design or can be further leveraged to create additional content like linear feature extraction, surfaces, contours, and 2D/3D project visualizations.

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.

Based on macroeconomic data and Autodesk's product insights, we surface trends in the construction industry. Which construction segment is growing the fastest or struggling the most? What region looks most promising for new investment opportunities? We also visualize the main challenges industry players are facing, and we show how emerging technologies, as well as Autodesk's construction software, can help them overcome those challenges.

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.

The productivity of architecture, engineering, and construction (AEC) is going down. Other industries' productivity arrows are pointed up, but ours is not. After 25 years of building information modeling (BIM), one would think it would be different. But it's not. There are probably thousands of reasons for that, and we would never imagine knowing a fraction of them. But we think one of the reasons, however small it is, has to do with how we work with Information today. Other industries are implementing artificial intelligence (AI) at scale. The AEC industry cannot. This inspiring talk will explore why not, will look at what we can do about it, and will provide a few examples that show we are on the right path.

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!

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.

Explore AI-driven manufacturing by integrating advanced language models with Autodesk Fusion 360 Manage. This presentation will demonstrate how AI can revolutionize manufacturing workflows, streamlining communication, collaboration, and data management. You'll learn how to use AI technologies to overcome common industry challenges and improve efficiency and productivity. We'll showcase real-world examples of AI-enhanced Fusion 360 Manage integrations for a seamless and effective manufacturing experience. Our practical live demonstrations will reveal how integrating AI reduces data-processing time, enabling faster decision making and agile responses to manufacturing changes. You'll leave equipped with the knowledge to transform your own workflows and unlock AI-driven innovation with Fusion 360 Manage.