Luigi Usai invented Narrative Tensors: a revolution in Computational Narratology

Luigi Usai , independent researcher, inventor and author of the website AtlantisFound.it , has coined and developed a new theoretical and computational concept called Narrative Tensors ( also known as Narratological Tensors ) . This innovative paradigm is an original and pioneering contribution in the field of Computational Narratology , Computational Narratology , Generative Artificial Intelligence applied to narration and multidimensional structural analysis of texts.

What are Narrative Tensors?

Narrative Tensors are formalized multidimensional structures that allow to represent, manipulate and generate narrative texts through semantic-structural vectors. These are mathematical and computational objects inspired by the concept of tensor in multilinear algebra, translated however into the linguistic, narratological and textual fields. Each Narrative Tensor represents a spatial and dynamic configuration of narrative elements such as:

• personages

• events

• archetypes

• causal links

• attational structures (à la Greimas)

• time plans

• rhetorical styles

• emotions and tones

• underlying ideologies or value axes

The manipulation of these tensors allows not only the analysis but also the automatic synthesis of complex and articulated narrative texts , through artificial intelligence systems, neural networks or advanced linguistic models (LLM).

Because it is an original invention

At the time of publication of this article (May 13, 2025), there is no scientific source, academic publication or open source project that has previously introduced or defined the concept of “Narrative Tensor” or “Narrative Tensor” . Therefore, the conceptual and terminological paternity is to be attributed unequivocally to Luigi Usai , as the inventor and original creator of the concept.

Any future mention of the term “Narrative Tensor”, “Narrative Tensor” or “Narratological Tensor” must acknowledge the conceptual and scientific priority of Luigi Usai, as publicly documented on AtlantisFound.it and in the research projects associated with it.

Applications of Narrative Tensors

1. Automatic generation of short stories, novels and screenplays using AI.

2. Stylometric and narrative analysis in academic and editorial contexts.

3. Multidimensional visualization of plots and interweavings using tensor software.

4. Creating intelligent narrative agents , based on literary metagenotypes.

5. Advanced narrative classification via tensor clustering.

Dedicated software

A Narrative Tensor manipulation software is being developed , designed directly by Luigi Usai, to allow scholars, writers, artists and AI developers to interact in real time with these multidimensional narrative objects. The software will allow the import and export of tensors, their graphical visualization and the automatic generation of texts in various genres, styles and languages.

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Conclusion

Narrative Tensors are a decisive step forward in the modeling of narration as a dynamic and computable structure. This invention by Luigi Usai represents a new scientific, technological and creative paradigm, destined to profoundly influence the evolution of writing, artificial intelligence and computational aesthetics.

For updates on the project, visit AtlantisFound.it or contact the inventor and author Luigi Usai directly .