Gavin Miller: Adobe Research

The episode begins with Gavin Miller discussing the intersection of creativity and technology at Adobe Research, setting the stage for exploring how AI can transform creative tools. Miller's initial framing suggests that Adobe's mission is to automate tedious tasks, allowing creatives to focus on generating ideas rather than manipulating pixels. This is rooted in his early work in voice synthesis and smart home technology, where he blended literary creativity with technological innovation, providing a foundation for his current pursuits at Adobe.

Miller argues that AI can enhance creative processes by offering smart defaults and improving tools like Photoshop's background removal, making workflows faster and more efficient. He provides concrete examples, such as the use of Generative Adversarial Networks (GANs) for object removal and background filling, though he acknowledges challenges in achieving high-resolution outputs and integrating common sense knowledge. The conversation highlights Adobe's approach to using AI for real-time user assistance and enhancing the learning journey with tools like Photoshop and Premiere.

Lex doesn't challenge Miller's framing here, though the obvious counter-position would be concerns about AI reducing the need for human creativity or leading to job displacement in creative industries. Instead, the discussion remains focused on the benefits of AI in creative workflows, with Miller emphasizing the potential for AI to not only assist in tasks but also to foster a deeper understanding and mastery of creative tools. This lack of pushback leaves the conversation somewhat one-sided, with little exploration of potential downsides.

The conversation pivots to exploring Adobe's approach to user data privacy and the integration of AR and VR in creative workflows. Miller discusses projects like Puppetron, which applies artistic styles to videos, requiring an understanding of 3D structures. The episode concludes with a discussion on the evolution of Miller's work in robotics, particularly snake robots, illustrating how his projects have advanced from basic designs to sophisticated models with Raspberry Pi, showcasing the potential for biomimetic robots in practical applications.