In this episode of the Shift AI Podcast, Steve Mantle, Founder and CEO of Innov8.ag, Raj Khosla, Dean of the College of Agricultural, Human, and Natural Resources at Washington State University, and John Cox, soil scientist and fresh produce industry operator, join host Boaz Ashkenazy for a wide-ranging panel conversation on how AI and emerging technology are transforming agriculture from the ground up. Steve, Raj, and John each bring a distinct lens to the conversation — startup founder, academic dean, and hands-on operator — and together they paint a vivid picture of where precision agriculture has been and where it is going. The discussion opens with the human side of farming: the generational knowledge, seasonal intuition, and field-level pattern recognition that has defined agriculture for centuries. The panel also covers infrastructure realities, edge computing, rural connectivity gaps, ERP systems that still require on-premise servers, and the economic pressures pushing farmers to demand AI that delivers margin today, not in five years. The conversation closes with each guest sharing their two-word vision for the future of AI in agriculture: physical AI, bright and better, and hopeful foresight. This episode is essential listening for anyone who wants to understand how AI is moving beyond the office and into the fields, orchards, and packing houses that feed the world. A huge thanks to Washington State Academy of Sciences for including this event in their Deep Dive into AI in Agriculture and Washington State University’s AgAID Institute for organizing this event held at Wenatchee Valley College. This all wouldn't be possible without the support from the funding sponsors the Association for the Advancement of Artificial Intelligence (AAAI) and the USDA ARS. Chapters [00:00] Event Introduction and Background with Jordan Jobe of the AgAid Institute [03:50] Boaz Introduces Himself and the Shift AI Podcast [08:04] Podcast Recording Begins: Welcoming the Panel [08:48] Steve Mantle: From Irrigation Hand Lines to Innovate Ag [09:40] Raj: From a Radio Science Program in India to Precision Agriculture Dean [11:24] John Cox: From Furniture Assembly to Apple Orchards and Kyrgyzstan [13:22] The Human Side of Farming: Intuition, Resilience, and Generational Knowledge [15:10] How GPS Unlocked Precision Agriculture and Field-Level Heterogeneity [16:48] Multi-Generational Farm Knowledge as a Living Large Language Model [18:09] Notebook LM Meets the Farm: The Harvest Replay Concept [21:16] Batteryless Biodegradable Sensors and the Future of Field Diagnostics [24:30] Precision Irrigation Prescription Maps and Dynamic Field Management [26:18] Computer Vision in the Apple Packing House [27:58] AI as a Global Expert: Diagnosing Crop Disease in Kyrgyzstan [30:15] Constraints in Ag AI: Data Stacks, Fragmented Systems, and Cultural Resistance [33:50] Build vs. Buy and the Change Agent Problem in Agriculture [35:50] Edge Computing, On-Premise Servers, and Hybrid Infrastructure on the Farm [39:09] Rural Connectivity: Broadband Gaps and the Starlink Reality [41:54] Economics of Ag AI: Labor Costs, Tightening Margins, and ROI [44:28] Moving from Spreadsheets to Agents: Why Trust Is the Real Barrier [45:50] Future Skills: What the Next Generation of Farmers Needs to Know [48:05] FFA Ag Tech Innovation Day and Hands-On Learning for Students [50:07] Two Words for the Future: Physical AI, Bright and Better, Hopeful Foresight [54:15] How to Connect with Steve, Raj, and John Connect with the Guests Steve Mantle LinkedIn: https://www.linkedin.com/in/stevemantle/ Raj (Dean, WSU College of Agricultural, Human, and Natural Resources) LinkedIn: https://www.linkedin.com/in/raj-khosla-2566a819/ John Cox LinkedIn: https://www.linkedin.com/in/jonathan-cox-soildr/ Connect with Boaz Ashkenazy LinkedIn: https://www.linkedin.com/in/boazashkenazy/ Email: info@shiftai.fm