In this talk, Tom Burns, a postdoctoral researcher at Cornell specializing in neuroscience-inspired AI, dives into the fascinating parallels between human brain processes and AI. He discusses the importance of geometry in AI safety and memory, and how emotional factors influence decision-making in both humans and AI systems. Tom addresses ethical concerns surrounding generative AI and the necessity for dialogue among stakeholders to ensure responsible governance. The potential of hydrogen-based computing compared to traditional silicon is also explored, hinting at a promising future.