Humans Were Training AI … Now AI Is Training Humans


AI is now training humans, transforming education, health coaching, art, vocational skills, sports performance, and coding. Ethical considerations include privacy, bias, transparency, and accountability in AI-guided training. Balancing technological advancement with human attributes like creativity and critical thinking is crucial.

In the rapidly evolving landscape of technology, the relationship between humans and artificial intelligence (AI) has entered a new phase. While much has been discussed about humans training AI, a compelling frontier emerges – the reciprocal process of AI training humans.

This partnership reshapes how we learn, innovate, and prepare for the future. Let’s take a look at how AI has become an essential partner in preparing individuals for the challenges of the future.

Humans Training AI

Traditionally, humans have played a pivotal role in training AI. We employ various methods to teach AI to perform tasks like recognizing images and comprehending language.

Think of these methods as tools in a toolbox, each designed for a specific purpose. For instance, “supervised learning” involves teaching AI using labeled examples, such as distinguishing cats from dogs in photos. “Unsupervised learning” uncovers patterns in data without labels, while “reinforcement learning” mirrors how we learn to ride a bike through trial and error.

Human trainers diligently enhance AI, acting as teachers guiding the AI student to become more intelligent with each lesson. It’s an ongoing journey of learning and improvement.

AI Training Humans

However, the paradigm is shifting. Instead of humans training AI, an exciting transformation is underway — AI training humans. This novel concept represents a remarkable evolution in the symbiotic relationship between humans and AI.


AI, once trained to perform specific tasks or solve complex problems, possesses the capacity not only to assist but also to educate and empower individuals in unprecedented ways. Some critical aspects of AI training humans are as follows:

AI as Educator

AI has transitioned from being a passive tool to becoming a personalized teacher, transforming how we approach learning and future readiness. For instance, AI now helps us become better writers in language learning by providing personalized learning plans and suggestions on grammar, style, and content. These tools offer real-time feedback, aiding students in mastering language intricacies and enhancing their writing skills.

AI as Personal Health Coach

AI is becoming a personal health coach in healthcare, guiding us to adopt and maintain healthy practices. It analyzes our health data, including diet, exercise, sleep, and stress levels, offering advice for a healthier lifestyle.

AI apps and platforms assist in making informed meal choices, monitoring calorie intake, and providing personalized workout plans that adapt as we progress. Additionally, AI-driven chatbots and apps offer support for mental health, aiding in adopting healthier practices.

AI as Art Trainer

AI is changing the art world by analyzing vast amounts of art and literature to help artists experiment with new styles and mediums. It can even generate art in the style of famous painters, letting contemporary artists explore different techniques. AI also acts as an art tutor, offering real-time feedback on brushwork and color choices, helping artists improve their skills and precision.

AI as a Vocational Trainer

AI is making remarkable strides in vocational training, transforming the acquisition of practical skills. By harnessing AI, vocational training has become more accessible and efficient. AI-driven simulations offer realistic training scenarios, enabling learners to practice without physical resources. Medical professionals, for example, refine their surgical skills through risk-free AI-powered simulators that adapt to individual needs, providing personalized learning experiences.

AI as a Sports Trainer

In sports, AI is a personal trainer, tailoring training plans and tracking performance in real-time. For example, in golf, AI analyzes a golfer’s swing and offers personalized feedback. It goes beyond physical training, helping with game strategies and mental well-being. This transformation in sports empowers athletes to reach their full potential and attain greater success.

AI Reshaping Programming Skills

AI is improving the skills of programmers and software developers. AI-powered tools like Copilot offer numerous benefits, such as generating real-time coding suggestions, predicting code requirements, and analyzing code for errors. These tools provide programmers with instant feedback, enhancing their coding and efficiency. AI tools extend beyond coding assistance, offering guidance on coding patterns and best practices and helping programmers adopt better coding habits.

Ethical Considerations and Challenges

With AI assuming the role of a trainer, ethical considerations and challenges arise. It’s essential to prioritize safeguarding personal data and privacy as AI customizes learning experiences. Striking the right balance between tailored training and privacy protection is a complex task that requires our attention.

Addressing bias in AI algorithms is crucial to ensure fairness and equity in training. Transparency in AI systems is equally significant, as users should understand how AI guides their training to foster trust and effectiveness.

Establishing clear lines of accountability is critical. If AI provides incorrect or harmful guidance, mechanisms for addressing errors or harm must be established to maintain trust.

While AI offers valuable support, it should never replace essential human attributes such as creativity, critical thinking, and ethical decision-making. Striking the right balance between technological advancement and ethical responsibility is a collective challenge as we navigate the future of AI as human trainers.

We can anticipate a future where AI and humans collaborate seamlessly in education and training by analyzing these developments. Together, they establish collaborative learning ecosystems that break traditional learning barriers, providing personalized guidance throughout one’s lifetime. AI acts as a trusted partner, a personal teacher, and a mentor, enabling individuals to master skills and explore new areas.

The Bottom Line

AI is evolving into a personalized trainer and collaborator for humans across diverse fields. While it offers transformative potential, addressing ethical concerns and ensuring transparency is essential.

These ecosystems are constantly changing to meet society’s needs. AI adjusts to new trends, encourages interdisciplinary learning, and inspires creativity. Together, we focus on gaining wisdom. AI challenges us with ethical dilemmas, promoting critical thinking and responsible decision-making.

We embark on a profound quest for knowledge, understanding, and ethical responsibility, shaping a brighter future full of endless opportunities for growth and learning.


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Dr. Tehseen Zia
Tenured Associate Professor

Dr. Tehseen Zia has Doctorate and more than 10 years of post-Doctorate research experience in Artificial Intelligence (AI). He is Tenured Associate Professor and leads AI research at Comsats University Islamabad, and co-principle investigator in National Center of Artificial Intelligence Pakistan. In the past, he has worked as research consultant on European Union funded AI project Dream4cars.