Essay · AI, organisations, judgement

Complexity &
Systems of Meaning

A book about AI adoption once adoption stops being a question of licences.

Everything changes, as it changes.

AI does not enter organisations like an appliance. It enters cognitive processes: judgement, the distribution of expertise, working groups, the ways decisions are made and accounted for.

Complexity & Systems of Meaning begins with that friction. It does not try to teach people how to use a chatbot until the next release. It tries to name the problems too easily dismissed under the word “adoption”.

A prompt manual

Prompts age faster than the people selling them as final answers.

A catalogue of use cases

A use case is not a transformation, even when it comes with many slides.

An anti-AI liturgy

Delegation is possible. The question is what is delegated, and what remains.

A grammar for not calling everything “adoption”.

A(I)doption

A framework for reading AI adoption as a change in practices, expertise, roles and systems of meaning.

Cognitive drift

When a plausible answer replaces an argument that the person can still verify.

Qualified cognitive surrender

Delegating without abdicating: making conditions and limits visible, and retaining the ability to take judgement back.

Synthetic colleague

A new agency in collective work, neither oracle nor intern to be squeezed.

Homo A(I)daptans

A provisional anthropological definition for those who work and think in systems that are now hybrid.

A(I)daptation

The ability to adapt without confusing change with the simple replacement of a tool.

Cover of Complessità & Sistemi di Senso

Italian

eBook and paperback available on Amazon Italy.

ISBN 979-8183776447

Italian edition
Cover of Complexity & Systems of Meaning

English

eBook and paperback available on Amazon.com.

ISBN 979-8185006672

English edition

The book does not end at the page.

The logical map connects the four parts and twelve chapters. The infographics are available full-screen because, in the first print edition, they were simply too small to deserve staying that way.

Open the map