Sarah and Elad discuss AI music generation, device-resident models, AI hardware constraints, computing constraints, energy consumption, and integrating AI products in familiar apps. They question the smartness of smaller models, context windows, and the challenges faced by AI platforms in terms of hardware and energy. The episode touches on investing in AI, unlimited context, and the strategic implications of AI on national security and energy dependency.

Elad, Senior Security Researcher at Cycode, shares research on a supply chain vulnerability in Bazel affecting projects like Kubernetes and Google. The podcast discusses AI in cyber attacks, workflow vulnerabilities, composite actions, GitHub attack scenarios, and sponsor emphasis for risk mitigation.