Rather than being considered mere software, new AI-powered tools actually collect, examine and evaluate data in order to generate an output in response to the user’s request. However, what happens when an expert user (such as a scientist or researcher) requires AI to process and understand data? How can data modelling, analysis and visualisation be automated in a way that preserves human expertise? How might a trusting relationship be established between humans and non-humans in such a context? Among all technology companies, we will examine Google’s AI program as a particularly interesting case study, as well as the way its features are presented and promoted to professional users. Lastly, we will consider, from a semiotic perspective, the integration of these AI technologies into scientific and research practice, building on Françoise Bastide’s approach to scientific discourse.

Will AI Take Command? AI-Based Tools for Processing and Visualising Data in Tech-Brand Narratives

Manchia, Valentina
2026-01-01

Abstract

Rather than being considered mere software, new AI-powered tools actually collect, examine and evaluate data in order to generate an output in response to the user’s request. However, what happens when an expert user (such as a scientist or researcher) requires AI to process and understand data? How can data modelling, analysis and visualisation be automated in a way that preserves human expertise? How might a trusting relationship be established between humans and non-humans in such a context? Among all technology companies, we will examine Google’s AI program as a particularly interesting case study, as well as the way its features are presented and promoted to professional users. Lastly, we will consider, from a semiotic perspective, the integration of these AI technologies into scientific and research practice, building on Françoise Bastide’s approach to scientific discourse.
2026
Semiotics in the Age of Artificial Intelligence. Culture in Policy Making: The Symbolic Universes of Social Action
9783032292711
9783032292728
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1327069
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