"Usually I think it's prudent to keep a batch of money in you know like the mag 7 and you know companies like Google or something Amazon... [but] to the extent their mode is based on software could be vulnerable to AI." Mega-cap tech stocks have historically been safe havens with massive, impenetrable moats. However, because their core businesses rely heavily on software ecosystems, they are not entirely immune to the disruptive, moat-eroding effects of AI, requiring investors to monitor them closely rather than blindly holding them as risk-free assets. WATCH. While traditionally safe, their software-centric moats need to be continuously re-evaluated in the age of generative AI. They may simply acquire emerging AI threats or use their massive distribution and compute advantages to crush open-source competitors.