University of Illinois Urbana-Champaign
Safety & Community Implications of AI in Agriculture

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University of Illinois Urbana-Champaign

Safety & Community Implications of AI in Agriculture

Salah Issa

Instructor: Salah Issa

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Gain insight into a topic and learn the fundamentals.
Beginner level
No prior experience required
1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Beginner level
No prior experience required
1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Understand the safety challenges, risks, and industry standards shaping the use of autonomous and AI-driven technologies in agriculture.

  • Explore how risk assessment methods and current research contribute to safer machine design, AI systems, and agricultural work environments.

  • Examine the broader impacts of automation and AI on agricultural labor markets, future technologies, and issues such as data bias.

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Recently updated!

December 2025

Assessments

5 assignments

Taught in English

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There are 4 modules in this course

Learn about the course by reviewing the course syllabus and meeting your instructor. Then, dive into module 1, where we will examine the unique challenges and risks that contribute to high rates of occupational injuries in agriculture, from environmental hazards to physically demanding work conditions. You will also explore emerging research on the safety of autonomous machinery, including how automation is reshaping risk factors, prevention strategies, and the future of agricultural work. By the end of the module, you will understand both the longstanding safety issues facing farm workers and the new considerations introduced by autonomous technologies.

What's included

12 videos4 readings1 assignment

In this module, you will explore how risk assessment techniques are used to improve the safety of agricultural machinery and guide the development of safer systems. You will examine the methods and frameworks applied to assess and mitigate risks associated with AI technologies in agriculture, including how these tools help identify hazards, reduce uncertainty, and support responsible innovation.

What's included

14 videos2 readings1 assignment

In this module, you will explore the industry standards and regulatory frameworks that guide the development and use of autonomous technologies in agriculture. You will examine how these standards shape safety, performance, and ethical implementation, and how they influence the integration of automation across the agricultural sector.

What's included

13 videos2 readings1 assignment

In this module, you will explore how autonomous technologies are reshaping agricultural labor markets, from shifting job roles to the creation of new skill demands. You will also consider how future AI advancements may influence agricultural systems and decision-making. Additionally, you will examine the issues that arise from bias in AI and agricultural data collection, and how these challenges affect the development and use of emerging technologies.

What's included

13 videos3 readings2 assignments

Instructor

Salah Issa
University of Illinois Urbana-Champaign
1 Course1 learner

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