Threat Modeling and Attack Surface Analysis of IoT-Enabled Controlled Environment Agriculture Systems

Andrii Vakhnovskyi  |  2026

Keywords: Cryptography and Security, Systems and Control

AI-Driven Controlled Environment Agriculture as Resilient Infrastructure for U.S. Fresh-Produce Supply Chains

Andrii Vakhnovskyi  |  2026

Keywords: Computers and Society, Artificial Intelligence

Unlocking AI's Potential in Agriculture: The Critical Role of Data

K. B. Vedamurthy, Manojkumar Patil, Vaishnavi, Priyanka V, Suman L, Ajayakumar, Sagar  |  2026

Keywords: General Economics

Conceptual Design of an Ecosystem for Real Farm Data Collection toward Agricultural AI Foundation Models

Junsei Tanaka, Yoshihiro Sato  |  2026

Keywords: Robotics

AgriChain Visually Grounded Expert Verified Reasoning for Interpretable Agricultural Vision Language Models

Hazza Mahmood, Yongqiang Yu, Rao Anwer  |  2026

Keywords: Plant disease diagnosis, Vision–Language Models (VLMs), Chain-of-Thought reasoning

Affordable Precision Agriculture: A Deployment-Oriented Review of Low-Cost, Low-Power Edge AI and TinyML for Resource-Constrained Farming Systems

Riya Samanta, Bidyut Saha  |  2026

Keywords: Precision agriculture, Edge AI, TinyML, Resource-constrained systems, Energy-efficient inference, Low-cost smart farming

Designing probabilistic AI monsoon forecasts to inform agricultural decision-making

Colin Aitken, Rajat Masiwal, Adam Marchakitus, Katherine Kowal, Mayank Gupta, Tyler Yang, Amir Jina, Pedram Hassanzadeh, William R. Boos, Michael Kremer  |  2026

Keywords: Machine Learning, Artificial Intelligence, General Economics, physiComputer Science - ao-ph

Fine-Tuning and Evaluating Conversational AI for Agricultural Advisory

Sanyam Singh, Naga Ganesh, Vineet Singh, Lakshmi Pedapudi, Ritesh Kumar, SSP Jyothi, Archana Karanam, Waseem Pasha, Ekta Kumari, C. Yashoda, Mettu Vijaya Rekha Reddy, Shesha Phani Debbesa, Chandan Dash  |  2026

Keywords: Computation and Language, Artificial Intelligence, Machine Learning

AgriChat: A Multimodal Large Language Model for Agriculture Image Understanding

Abderrahmene Boudiaf, Irfan Hussain, Sajid Javed  |  2026

Keywords: Computer Vision, Artificial Intelligence

Zhinong AI: A Design-Science Study of an AI-Enabled Agricultural Decision-Support Platform for Smallholder Production

Zhaoyang Li, Jiaqi Liu, Ruijie Zhang  |  2026

Keywords: smart agriculture; artificial intelligence; agricultural decision support; plant disease diagnosis; design science; digital village; age-friendly design