Essay · AI, organisations, judgement

Complexity &
Systems of Meaning

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

It is not the machine. It is the work that changes while the machine enters it.

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.

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