Today's show highlights a fascinating tension playing out in the AI landscape: as open-source AI continues to democratize access and accelerate innovation, researchers are raising alarms about security risks and misuse, while big players are pushing forward with next-generation AI chips and powerful industry-focused tools. At the same time, businesses that rushed to adopt AI find themselves confronting a widening skills gap, and enterprise leaders are having to reevaluate where and how AI actually delivers long-term value.