AgTech AI Council

What if the first AI models of Earth’s geology aren’t built for forecasting earthquakes—but for understanding the origins of life? A new study in Nature (published November 11, 2026) reveals that subduction may have begun as early as 3.95 billion years ago, reshaping our understanding of the Hadean eon. This discovery is now being leveraged by AgTech AI researchers to model ancient crustal dynamics and their long-term impact on soil development. The same AI systems that track real-time crop health are now simulating geologic feedback loops from the dawn of planetary stability. How might these deep-time models improve resilience in today’s regenerative agriculture systems? Learn more: https://www.nature.com/articles/d41586-026-03536-8 Source: https://www.nature.com/articles/d41586-026-03499-w View and join any or all of our communities — AI, quantum, and real estate: https://alex-companies.com/reports/linkedin-groups If there's an AI, quantum, or real estate community you'd like to see us convene, tell us — this portfolio grows by request.