Elizabeth Seger and Jeffrey Ladish, AI development experts, discuss the complexities of open source AI systems, the need for true democratization of AI, the promise and peril of fine-tuning models, and the risks of open source AI. They also explore the importance of regulation and policy in AI development.

AI security expert Jeffrey Ladish discusses the robustness of safety training in AI models, dangers of open LLMs, securing against attackers, and the state of computer security. They explore undoing safety filters, AI phishing, and making AI more legible. Topics include securing model weights, defending against AI exfiltration, and red lines in AI development.

Expert in AI augmented cyberwarfare and compute monitoring, Jeffrey Ladish, discusses the potential for automating cyberwarfare, advantages of AI in cyber attacks, current state and dangers of AI technology, current generation systems, limitations, and covert system penetration, as well as AI scaling and compute monitoring.