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The Growth Ladder

What the learning plateau is and how to overcome it with deliberate practice: the growth ladder model explained by Giovanni Ceroni.

Every authentic learning process inevitably hits a point where it slows down. Performance becomes reliable, mistakes decrease, action becomes effective. And yet, despite the effort, the level reached tends to hold steady instead of climbing further.

What it is

The growth ladder is the model describing how human learning actually happens: not through a continuous curve proportional to the effort invested, but through separate steps divided by phases of stabilization and reconfiguration. This slowdown phenomenon, well known in the psychology of learning, is called a learning plateau or competence plateau, and it's the point where most people stop growing while still continuing to act.

The most common way of picturing learning, as a continuous curve, falls short: it implicitly suggests that every unit of practice produces a proportional improvement, but real experience shows otherwise. Growth happens in discrete leaps: what changes isn't how much you do, it's where you're doing it from. You stop applying a skill from the outside; you start operating from that skill.

Why it matters

Understanding the plateau matters because it avoids two opposite, equally damaging mistakes: getting discouraged, believing the absence of visible progress means personal failure, or continuing to practice in exactly the same way, expecting that sooner or later the same strategy will produce a leap it simply can't produce. The plateau doesn't indicate a lack of practice: it indicates that the strategy being used has reached the maximum output possible given how it's structured.

How it works

During the stabilization phase, a person uses a set of rules, procedures and criteria that work well and produce reliable results. Over time, though, the context grows more complex and those same rules stop being enough. Continuing to apply them doesn't produce improvement, just an efficient repetition of the same level.

Reconfiguration happens when the person stops deciding which rule to use and starts reading the situation directly, changing the very way they make decisions and the place they act from. External actions may look similar, but they're generated from a completely different internal setup. Between one rung of the ladder and the next there's an unstable transition zone, marked by fluctuations, where the old way of functioning loses effectiveness and the new one isn't yet integrated. This phase, which many people mistake for regression, is actually the signal that a reconfiguration is underway.

From a neurological standpoint, once a functional skill is acquired, the cognitive system tends toward optimization: it automates effective sequences, reduces energy expenditure and stabilizes responses. When behavior "works well enough", there's no more pressure to change. The plateau doesn't come from a lack of practice, but from the fact that practice stops putting pressure on the structure that sustains the skill. When practice stops generating instability, it also stops producing growth, and becomes maintenance instead. Repetition is a tool for consolidation, not evolution: it stabilizes, it doesn't elevate.

Overcoming the plateau requires a specific kind of practice, deliberate practice (a concept developed by Anders Ericsson): it doesn't consist of repeating what you already do well, but of working intentionally on weak points, slowing down, isolating the micro-components of the skill and accepting a high error rate. It's cognitively demanding, not immediately rewarding, but essential for producing structural change. Feedback is also a decisive factor: in the early stages of learning it's abundant and immediate; as competence grows, it becomes rarer and less informative. On the plateau, higher-quality feedback is needed — specific, timely, sometimes destabilizing — that pinpoints exactly where the system is compensating.

A crucial addition in the growth ladder model is the absence of permanence: a level of competence isn't a fixed state, but a dynamic balance that holds only if it keeps being applied. Without application, the system tends to regress toward earlier levels — not through a definitive loss, but through a loss of access, due to the structures sustaining that level not being activated.

Common mistakes

A common mistake is tackling the plateau by simply increasing the time or effort invested in the same mode of practice, without changing its quality: this maintains the level reached but doesn't transform it. A second mistake is continuing to work on behavior when the real limitation lies in cognitive strategies, decision criteria, or operating identity: in these cases what's needed is a shift in logical level, not optimization of the same level. A third mistake is reading the instability phase that precedes a level jump as failure or regression, quitting right at the moment when reconfiguration is underway.

Practical example

A person is used to public speaking and does it well: clear delivery, follows an outline, gets positive feedback. Continuing to give full presentations, start to finish, is practice, but it's practice that maintains the level already reached. Deliberate practice begins when that person stops doing the presentation well as a whole and instead works on what doesn't hold up: they notice that during unexpected objections, they lose their clarity. Instead of giving more full presentations, they slow down and isolate just that point, drilling only difficult questions one after another, without slides or an outline, accepting getting stuck, answering badly, and feeling exposed. It's demanding and not very rewarding, because the errors are constant and visible. But that's exactly where the structural change happens: it's not the presentation that improves, it's how the system decides under pressure.

Applications

The growth ladder model applies to any extended professional development path: to project management and leadership, where the leap from one level of competence to the next requires a change in decision-making setup, not just an accumulation of experience; to training coaches and trainers; to competitive sport; and generally to any growth path where a person, after an initial period of rapid progress, experiences an apparent stall.

Frequently asked questions

What is the competence plateau?

It's the structural slowdown phase that every authentic learning process hits after an initial period of rapid progress: performance stabilizes instead of continuing to climb, not from a lack of effort, but because the strategy in use has reached the maximum output it can produce.

How do you get past a learning plateau?

By introducing deliberate practice: working intentionally on weak points, slowing down and isolating the micro-components of the skill, accepting a high error rate, instead of continuing to repeat what already works well.

Why isn't repetition alone enough to grow?

Because repetition consolidates a level of competence already reached, but doesn't transform it. It serves to stabilize, not to elevate. Growth instead requires putting what doesn't yet work under controlled stress.

What does "reconfiguration" mean in the growth ladder model?

It's the shift from one level of competence to the next, which doesn't consist of adding new techniques, but of changing the internal reference point decisions are made from: what's considered relevant changes, and so does the moment you intervene.

What should you do when you feel stuck at a level despite the effort?

Recognize that you might be on a plateau, and that the remedy isn't "doing more" the same way, but introducing deliberate practice targeted at specific weak points, together with more precise, sometimes destabilizing feedback.

Related concepts

The Four Stages of Learning, Concentration Techniques, The Effective Study Method, What Is an Internal State, Coaching.

Go deeper

The growth ladder model is presented in Volume I of "The Invisible Blade", where Giovanni Ceroni develops it in dialogue with Dreyfus's skill acquisition model and Anders Ericsson's concept of deliberate practice.

Giovanni Ceroni

Mental Coach and author of the La Lama Invisibile / The Invisible Blade series.