18 Nov Why AI Can’t Shortcut Mastery – in Management or Leadership 

We are building toward our 26 November Conversation Café, where Liezel will explore “Beyond Future-Fit: Redefining Management in the Age of AI.” Her question is provocative: what is genuinely new in leadership development now that AI has become part of our daily work? 

This week, I want to contribute to that conversation by examining the long journey to mastery in both management and leadership – and why AI can only accelerate a very small slice of it. 

Mastery never arrives 

Managers always have room to improve. 
Leaders are always becoming. 
There is no graduation, no final exam, no true “arrival.” 

Every real practice (think medicine, music, psychotherapy, architecture, academia, sport) develops over time through repetition, reflection, error, feedback, and meaningful contact with other humans. Management and leadership are no different. They are deeply human practices, rooted in relationship, identity and context. 

This is why the well-known 70:20:10 pattern of adult development remains stubbornly true. Dr Louise Van Rhyn has been reminding us of this for many years. Most development in any practice comes from real work and real experience. A smaller portion comes through coaching and reflection with others. Only a thin slice – around ten percent – comes from reading, courses, and formal knowledge. 

And this matters because we now live with a tool, AI, that can saturate us with more content, insights, tools, and models in a single afternoon than earlier generations could access in a lifetime. 

Which brings us to the problem of hypersaturation. 

The two bottlenecks AI cannot remove 

There are two very human bottlenecks in the journey from knowledge to ability. 

The first is the simple limit on how much knowledge we can meaningfully digest. AI can deliver material at tremendous speed, but our ability to absorb it is constrained by our own sense-making capacity, our emotional state, our readiness, our identity, and the reality of our day-to-day work. It is not possible to integrate a thousand insights a day; our cognitive bandwidth does not stretch that far. 

The second bottleneck is the move from knowledge into action. However much we think we know about managing or leading, reality confronts us with uncomfortable, relational situations. Ability grows only when a manager sits in a conversation with an unhappy employee, negotiates a trade-off, confronts their own certainty, or discovers that the script in their head does not match the complexity in front of them. The transition into practice is mediated by other humans, not by technology. 

This means that while AI may be extraordinary at preparing us with knowledge, it cannot make us better managers or leaders. That work begins when the theory ends. 

Management and leadership: separate journeys 

It helps here to maintain a distinction that our profession often collapses: management and leadership are not the same journey. 

Management is the craft of ensuring that work is done – consistently, reliably, and ethically. It is foundational. It is the core of organisational life. Leadership, by contrast, involves the capacity to shift direction, meaning, or possibility. It is rarer. It is often identity-changing. It carries more risk and more ambiguity. 

AI can support both, but only in the smallest ways. It cannot build trust, model integrity, repair a damaged relationship, or weigh a decision that pits efficiency against humanity. It cannot hold the discomfort of a conflicted team or navigate the grey areas of cultural nuance. And it cannot develop the courage that leadership so often requires. 

These capacities grow only through real contact with other people. 

Where AI genuinely helps 

AI sits squarely in the “10 percent.” In that space, it may be unsurpassed – offering immediate access to knowledge, creating reflective scaffolding, challenging assumptions, broadening perspective, and preparing a manager for a difficult conversation. It is a remarkable tool for thinking. 

But the moment a conversation begins, AI is no longer the worker. You are. And the work is relational. 

AI accelerates what you can know, but it does not accelerate who you can become. Becoming requires practice. 

What this means for development in the age of AI 

The rise of AI does not make management or leadership easier. It makes the fundamentals more urgent. The disciplines of practice remain the same: real conversations, reflective partnerships, and the slow strengthening of identity. 

If anything, AI heightens the need for managers and leaders to cultivate purpose, clarity, curiosity, humility, connection, and judgement. 

The journey to mastery is overwhelmingly made in the 70 and the 20. In the 10, AI may prove to be the greatest companion we have ever had. But it remains, in my opinion only a companion. 

Have you been thinking about implementing leadership or management development that helps your leaders become through practice? Talk to us, we can help! [link to info@e-mail] 

Join the November Café 

Liezel’s 26 November Conversation Café will explore these tensions. Join us for “Beyond Future-Fit: Redefining Management in the Age of AI” on 26 November | 09:00 – 10:30 SAST | Online and free