Part 13/14:
Shapiro encourages community members and developers interested in advancing these capabilities to explore open-source projects like Raven on GitHub. He advocates for a collaborative effort in building autonomous, cognitive entities that can work alongside users, enhancing human-AI interaction.
He also urges creators and marketers to embrace these changes rather than fear them, emphasizing that understanding user needs deeply—both for goods/services and information—is paramount. The future lies in integrating AI into the core of our digital lives, transforming passive information retrieval into active, intelligent engagement.