AgTech AI Council

What if the bottleneck in AgTech AI innovation isn’t data or algorithms—but the time it takes to validate them? A new preprint platform, XSci, is paying researchers $200 to deliver peer reviews in just five days. For AI models predicting soil health, optimizing irrigation, or guiding autonomous harvesters, this speed could mean the difference between a season’s success and failure. The model relies on AI-matched reviewers and a quality appeal system—no free, unvetted feedback. This isn’t just about faster publishing; it’s about faster science. How would you redesign peer review to keep pace with real-time agricultural challenges? · Published November 07, 2026 https://www.nature.com/articles/d41586-026-03442-z Source: https://www.nature.com/articles/d41586-026-03442-z 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.