The Spectrum of Unpredictability and its Relation to Creative Autonomy

Iikka Hauhio; Anna Kantosalo; Simo Linkola; Hannu Toivonen

The Spectrum of Unpredictability and its Relation to Creative Autonomy

Iikka Hauhio, Anna Kantosalo, Simo Linkola, Hannu Toivonen

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussa › Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

Abstrakti

Recent popularity of generative AI tools has sparked discussion on how the unpredictability of the tools affects the creativity of the human and the AI program alike, as unpredictability prevents the human user from fully controlling the output. We present a framework for categorizing unpredictability on four different dimensions and analyze the types of unpredictability found in generative AI tools. We also describe the relationship between unpredictability, uncontrollability, and Jennings' creative autonomy. We conclude that while unpredictability does not on its own imply creative autonomy, it could be used as a central condition for it, if accompanied by other conditions.

Alkuperäiskieli	englanti
Otsikko	Proceedings of the 14th International Conference on Computational Creativity
Sivumäärä	5
Kustantaja	Association for Computational Creativity (ACC)
Julkaisupäivä	19 kesäk. 2023
Sivut	148-152
ISBN (elektroninen)	978-989-54160-5-9
Tila	Julkaistu - 19 kesäk. 2023
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisuussa
Tapahtuma	International Conference on Computational Creativity - Waterloo, Kanada Kesto: 19 kesäk. 2023 → 23 kesäk. 2023 Konferenssinumero: 14 https://computationalcreativity.net/iccc23/

Tieteenalat

113 Tietojenkäsittely- ja informaatiotieteet

Pääsy asiakirjaan

Unpredictability_ICCC23_Short_PaperHyväksytty kirjoittajan käsikirjoitus, 109 KB
SpectrumLopullinen julkaistu versio, 109 KBLisenssi: CC BY

https://computationalcreativity.net/iccc23/papers/ICCC-2023_paper_123.pdfLisenssi: CC BY

Siteeraa tätä

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title = "The Spectrum of Unpredictability and its Relation to Creative Autonomy",

abstract = "Recent popularity of generative AI tools has sparked discussion on how the unpredictability of the tools affects the creativity of the human and the AI program alike, as unpredictability prevents the human user from fully controlling the output. We present a framework for categorizing unpredictability on four different dimensions and analyze the types of unpredictability found in generative AI tools. We also describe the relationship between unpredictability, uncontrollability, and Jennings' creative autonomy. We conclude that while unpredictability does not on its own imply creative autonomy, it could be used as a central condition for it, if accompanied by other conditions.",

keywords = "113 Computer and information sciences, Artificial Intelligence, Computational Creativity",

author = "Iikka Hauhio and Anna Kantosalo and Simo Linkola and Hannu Toivonen",

year = "2023",

month = jun,

day = "19",

language = "English",

pages = "148--152",

booktitle = "Proceedings of the 14th International Conference on Computational Creativity",

publisher = "Association for Computational Creativity (ACC)",

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note = "International Conference on Computational Creativity, ICCC ; Conference date: 19-06-2023 Through 23-06-2023",

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Hauhio, I , Kantosalo, A, Linkola, S & Toivonen, H 2023, The Spectrum of Unpredictability and its Relation to Creative Autonomy. julkaisussa Proceedings of the 14th International Conference on Computational Creativity. Association for Computational Creativity (ACC), Sivut 148-152, International Conference on Computational Creativity, Waterloo, Ontario, Kanada, 19/06/2023. <https://computationalcreativity.net/iccc23/papers/ICCC-2023_paper_123.pdf>

The Spectrum of Unpredictability and its Relation to Creative Autonomy. / Hauhio, Iikka ; Kantosalo, Anna; Linkola, Simo et al.
Proceedings of the 14th International Conference on Computational Creativity. Association for Computational Creativity (ACC), 2023. s. 148-152.

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussa › Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

TY - GEN

T1 - The Spectrum of Unpredictability and its Relation to Creative Autonomy

AU - Hauhio, Iikka

AU - Kantosalo, Anna

AU - Linkola, Simo

AU - Toivonen, Hannu

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PY - 2023/6/19

Y1 - 2023/6/19

N2 - Recent popularity of generative AI tools has sparked discussion on how the unpredictability of the tools affects the creativity of the human and the AI program alike, as unpredictability prevents the human user from fully controlling the output. We present a framework for categorizing unpredictability on four different dimensions and analyze the types of unpredictability found in generative AI tools. We also describe the relationship between unpredictability, uncontrollability, and Jennings' creative autonomy. We conclude that while unpredictability does not on its own imply creative autonomy, it could be used as a central condition for it, if accompanied by other conditions.

AB - Recent popularity of generative AI tools has sparked discussion on how the unpredictability of the tools affects the creativity of the human and the AI program alike, as unpredictability prevents the human user from fully controlling the output. We present a framework for categorizing unpredictability on four different dimensions and analyze the types of unpredictability found in generative AI tools. We also describe the relationship between unpredictability, uncontrollability, and Jennings' creative autonomy. We conclude that while unpredictability does not on its own imply creative autonomy, it could be used as a central condition for it, if accompanied by other conditions.

KW - 113 Computer and information sciences

KW - Artificial Intelligence

KW - Computational Creativity

M3 - Conference contribution

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BT - Proceedings of the 14th International Conference on Computational Creativity

PB - Association for Computational Creativity (ACC)

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