Humans are blessed with the brain one of the important vital organs of the body by the Creator of creation (Almighty God) to grant them the title of nobility to learn, intellectually think, and attempt to solve complex problems for their basic life necessities such as air, water, food, health, and other related issues. As such one of the creativity and novelty in this era is Artificial intelligence (AI) and Machine Learning (ML) are thoughtful and insightful topics among the agriculture sector, health industry, and other professionals in many major sciences and arts. However, this research study draws our attention to the hope of benefits but also risk issues of Artificial Intelligence (AI) with the consideration of ethical, social, environmental, and policy issues that are likely to arise from AI that impact agriculture in the context of feeding, fueling, and healing.