Near/long-term non-corporate benefits I see in AI is the decentralizing of apps. Rather than relying on an app store or having someone build it for us, we can build simple apps that do what we need and don't hand over information to other entities.
Not everyone will make their own apps, but many will and supplement their commercial apps. Like making bread instead of buying it at a store.
