Antecedents of pedagogy in instructing return to the prehistoric period, with the pictorial mode being the channel to change concepts or switch data. If we scan by the annals of the Eastern idea of administration and return to the strategies of imparting training within the Ramayana and Mahabharata, we uncover that it was primarily oral, sensible, and experiential instructing.
Be it kul guru Vasistha, who taught the Vedas, governance, or ideas of dharma to Lord Rama and his brothers within the Ramayana, or Guru Drona Acharya coaching the Pandavas and Kauravas within the Mahabharata, it was about studying by experiencing and remodeling. Even Western Greek and Latin mythology exhibited oral traditions by sermonic storytelling, symbolic narratives, or poetic dissemination of information, as in Homer’s Iliad and Odyssey.
Education developed within the Gurukul days of historic India from being non secular to being sensible and strategic, from forest ashrams to organised gurukuls. Yet, the methodology of instructing remained the identical. It was primarily based on oral traditions, self-learning, and sensible demonstration. The guru was the exterior information, at all times obtainable for college kids to achieve out to for steerage. Assessment was primarily based on steady statement of progress and supply, discussions and debates, oral questioning and defence, with sensible demonstration as proof of acquired expertise. The Guru’s oral verdict in entrance of all the class was the certificates of success. Subsequently, makes an attempt have been made to codify and retailer data in numerous bodily varieties like clay tablets. Over 30,000 of those have been discovered within the library of Ashurbanipal in Nineveh, now Iraq, the place traces of one of many first libraries have been discovered.
Biggest tutorial paradox
Let’s quick ahead to the aftermath of the Industrial Revolution, when pen, ink, and printing machines facilitated the switch of information, with the Bodleian Library at Oxford in 1602 being one of many earliest. The discovery of the web in 1983 and the World Wide Web within the 90s subsequently carried the bodily library into the digital area, a lot in order that the youthful cohort and digital natives—the Gen Z of present instances—have nearly utterly misplaced contact with studying laborious copies of textual content. Kindle, audiobooks, short-form apps, and information apps turned the brand new sources of information.
But the largest disrupter in all the technological evolution of human historical past has been Generative AI and now Agentic AI. The problem for the instructing neighborhood is how one can crack the code for the largest tutorial paradox: on one hand, permitting the liberty of utilizing expertise in training, and however, the approaching menace of AI doubtlessly damaging human creativity and cognitive talents, as reported within the 2025 MIT Media Lab examine authored by Dr. Natalia Kosmyna. Should we then cease the youthful cohort from utilizing Generative AI tools for his or her tutorial obligations? No, we are able to’t, and neither ought to we.
Should we permit Gen Z and Alpha to utterly outsource their brains to Agentic AI and slowly disappear into data absentia and creativity dementia? No, under no circumstances.
Human within the loop
Keeping our concentrate on the above, let academicians design assignments and experiential studying tools that permit the usage of all AI tools by college students for what AI can do, however assess them for what AI can’t do—one thing that may solely be achieved with the human loop. For instance, we may give them an project on a brand new product launch technique and implementation on campus itself. The college students could also be assessed on the next parts:
1. Innovative use of AI tools for features it could ship
2. Creativity and innovation in product design, packaging, pricing, placement, and creating real-time consciousness on campus
3. Monitoring the precise launch of the product on campus
Let academicians design assignments and experiential studying tools that permit the usage of all AI tools by college students for what AI can do, however assess them for what AI can’t do—one thing that may solely be achieved with the human loop.
The whole evaluation course of have to be primarily based on creativity, innovation, execution, and transformation within the subject. The age of inspecting for info, computation, routine content material creation, and analytics is fraught with difficulties. It could also be carried out in offline mode in a bodily classroom setting, however definitely not on the web in distant mode. We should concentrate on and prepare college students in creativity, executional excellence, and actual transformation, making them industry-ready the place routine job roles are being absorbed by AI tools. Artificial Intelligence can not copy creativity, emotion, executional excellence, and transformation, that are essential success elements.
Teaching topics like retail operations and retailer administration have to be aided with case research and experiential studying. Why not make college students create a small retail retailer on campus? Divide the category into teams of 10 every and ask them to run the retail retailer for every week—dealing with every part from procuring merchandise, pricing, visible merchandising, and stock administration to promoting and promoting. At the tip of the week, let every group current their retail and advertising and marketing technique, and at last the P&L, integrating sensible studying with theoretical ideas and frameworks. They can use AI for sure features of retailer administration, decreasing time spent on routine duties and permitting them to concentrate on execution and buyer interplay to promote higher. The finest approach to study the P&L is by drawing it primarily based on real-time information.
But the elephant within the room, which can floor eventually, as a result of most firms are actually actively adopting AI for automation, stock administration, gross sales and manufacturing forecasting, and plenty of different routine duties will sound the loss of life knell for lower-level white-collar jobs, a development that’s already seen. Our instructing pedagogy and methodology require a paradigm shift.
As academicians, we should prepare our college students to be hands-on, sensible, and inventive within the pursuit of executional excellence, delivering real-time outcomes. Rather than creating an agent for themselves, allow us to additionally prepare them to be brokers of transformation and alter.
The focus should now shift in direction of constructing creativity and out-of-the-box considering amongst college students. Assignments could also be real-time, whereby the discretion and decision-making capability of a pupil are examined. Academicians should prepare college students to boost their emotional intelligence and interpersonal relationships. Companies are in search of workforce gamers.
Old, mundane, and routine jobs shall be changed by roles specializing in execution and delivering on the bottom for productiveness and development metrics. Machines and expertise can create and challenge patterns primarily based on earlier manufacturing and gross sales historical past, however it’s the human mind that may usher in freshness and newness, with out which no enterprise is sustainable.
In addition to inspecting data and strengthening the essential analytical psychological college of scholars—which is extraordinarily vital for cognitive growth—we should additionally concentrate on creating creativity, innovation, executional excellence, and transformational expertise amongst Gen Z and Alpha, who aren’t simply digital natives however future human-machine fusion inhabitants of the brand new technological world. As they develop, we wish them to be inventive brokers of change for human society.
(By Prof. Jyoti Sankar Das, BIMTECH and Prof. Anand Kumar Jaiswal, IIM–Ahmedabad)
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