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The Next Evolution's avatar

The four practices are the right response to a real gap, but they treat judgement as something a manager can narrate into existence a few months early. It isn't. Judgement is what accumulates through years of experience turning into knowledge, and knowledge turning into wisdom — the ability to spot something because you've seen its shape before, or read the context a case doesn't state out loud. A machine does exactly what it's told. Hand a junior a confident answer and take away the years that would let them tell when it's wrong, and there's a specific accountability gap sitting underneath: if nobody in the room has the experience to challenge the output, who is answerable when it turns out to be wrong?

None of the four practices ask where the tools actually go first. Most rollouts start at the bottom, with the people who have the least standing to push back on what a model produces, and the practices on offer are a set of manager habits designed to compensate for that after the fact. Reverse the order instead: put the tools at the top of the pyramid first, where the experience to challenge a confident wrong answer already exists, and let use work down from there.

That sequencing is also what makes self-organising structures and servant leadership survivable rather than aspirational. Both depend on people lower down having real authority to decide and challenge, not just cover for a machine's answer. An executive team that's already using the tool, and already knows where to override it, can hand that authority down deliberately. A junior team handed the tool first has no equivalent authority to hand back up — which is usually where the aspiration to self-organise quietly stalls.

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