Thinking

Writing on AI, leadership and the work people are left to do.

Wadda writes about the decisions, responsibilities and human consequences that appear when AI enters the work.

Leadership

Where a leader’s own judgement ends, where the machine’s language begins and why the difference affects trust.

Why a pattern is not the same as the human problem underneath it.

When routine work disappears, people inherit more exceptions. Authority and support need to move with them.

A workaround can reveal what the official process has failed to make safe, clear or useful.

How missing perspectives narrow the questions a system can answer and the options it can produce.

Principles matter only when people know who may act, who must review and how to raise an exception.

A method for deciding what AI may do, what people must decide and how exceptions move.

If one of these essays feels familiar