Generative AI Tools - Understanding Risks and Limitations

Explore a thought-provoking 15-minute conference talk from Edge Field Day where Gina Rosenthal delves into the potential risks and challenges of generative AI technology. Learn about the double-edged nature of machine learning-based predictive systems, from their impressive pattern recognition capabilities to concerning issues like data bias stemming from historically skewed internet training data. Understand critical environmental impacts related to high computational power requirements and ethical considerations regarding harmful content generation. Gain valuable insights into taking a balanced, responsible approach to generative AI implementation while maintaining the irreplaceable value of human creativity and critical thinking in technological advancement. Recorded during Edge Field Day 2 in Silicon Valley on October 5, 2023.