AI isn’t about replacing humans. It’s about compounding what we know and making it accessible at scale. Over time, I’ve learned that the most valuable thing I can do is capture and refine my principles on life, work, geopolitics, and investing. Now, with my AI Twin, I’m able to extend that thinking into a public resource, available beyond my own time limitations. Digital Ray is in beta — if you’re interested, I invite you to engage with it and help me make it better. You can find the link in my bio.