Unlearning: A Prerequisite For Successfully Adapting To Generative AI

The spread of generative artificial intelligence means that change will be the only constant in our professions over the coming years.

In this context, learning alone will not be enough to remain relevant. We will also need to know how to unlearn. Futurist Alvin Toffler said it long before I did, and his statement is more accurate than ever: “The illiterate of the 21^st century will not be those who cannot read and write, but those who cannot learn, unlearn, and relearn.”

In the face of the upheavals triggered by generative AI, we must unlearn knowledge, work practices, and beliefs. This capacity for unlearning will largely determine which teams benefit from the current disruption and which suffer from it. As a result, letting go of mental models and daily habits quickly enough will become essential. To succeed, this process must be viewed as a step forward rather than a form of renunciation – both individually and collectively.

If learning is difficult, unlearning is even more so. It requires abandoning ways of thinking and acting that have ensured one’s professional viability, and often one’s peace of mind, up to now. Doing so means fighting confirmation bias, which leads us to favor information that reinforces our existing beliefs and, by extension, our habits.

Moreover, it is extremely | difficult to overcome emotionally ingrained habits because of the conflict between the brain’s automatic and reflective systems. Suppressing learned reflexes requires significant cognitive effort. Established neural pathways act as mental shortcuts that the brain prefers to use rather than creating new ones. Unlearning therefore demands restraining existing reflexes and building new ones. This process consumes a great deal of mental energy and is harder to activate in stressful situations.

In addition, questioning one’s practices can feel like a threat to identity, particularly when a person closely ties who they are to what they do professionally.

Last but not least, the brain, whose primary role is to protect us, perceives the unknown as a threat. This is why, during periods of change, it is crucial to create a psychologically safe environment in which new practices can be tested without fear of failure. Do not expect your teams to challenge their habits if they are afraid of being judged.

The leader who has most strongly emphasized the importance of unlearning in recent times is Microsoft CEO Satya Nadella. He has anchored the Company’s renewal in a shift from a “know-it-all” culture to a “learn-it-all” culture, explaining that organizations and individuals who want to learn will always outperform those who think they already know everything.

If you want to encourage unlearning, free up dialogue, foster curiosity, and demonstrate, particularly through managerial role modeling, that you value evolution over the preservation of the status quo.