In an era where artificial intelligence is revolutionizing product development, the upcoming RoboBusiness 2024 conference will bring together industry leaders to discuss best practices for integrating AI into product management. AI’s rapid advancement has made it an essential component in many products, but its development process poses unique challenges compared to traditional coding practices. The event aims to address these issues through discussions and sharing insights from experienced professionals in the field.
Earlier reports on similar conferences highlighted the struggle of development teams to keep up with the unpredictability of AI model training. Comparatively, the RoboBusiness 2024 panel will delve deeper into the intricacies of managing expectations and delivering consistent results in AI-based projects. Previous discussions often centered on technical hurdles, but this event will also explore organizational and managerial aspects, providing a more holistic view of the challenges at hand.
Agile vs. AI: The Development Dilemma
The shift from traditional coding to AI model training has created a significant gap in development practices. Agile methodologies, which focus on short, incremental development cycles, clash with the unpredictable nature of AI training. This discrepancy often leads to missed deadlines and unmet expectations, causing frustration among development teams and stakeholders.
Voices from the Field
Chris Padwick, Director of Computer Vision Machine Learning at Blue River Technology, will share his experiences in developing AI-driven agricultural solutions. Richard Anaya, AI Software Architect at Formant, will offer a contrasting perspective, highlighting the need to treat AI development more as research than traditional development. Parker Conroy, Director of Product at Apptronik, will discuss the challenges and opportunities of integrating AI into robotics and other technologies.
Insights and Takeaways
Panel moderator Mike Oitzman, Senior Editor for Robotics at WTWH Media, will guide the discussion, drawing from his extensive experience in the industry. The panel will explore questions such as the evolution of development practices, accurate scoping, and the ability to deliver consistent results. Attendees will gain valuable insights into overcoming the unique challenges posed by AI development.
The RoboBusiness 2024 panel discussion promises to provide a comprehensive look at the best practices for managing AI models. By comparing insights from different experts, the event will offer a balanced view of the current state of AI development. Attendees can expect to leave with actionable strategies for improving their AI projects, informed by the experiences of industry leaders.
