Ethical and commercial benefits of transparency in AI
Heikkilä, Artturi (2024-05-28)
A. Heikkilä
28.05.2024
© 2024 Artturi Heikkilä. Ellei toisin mainita, uudelleenkäyttö on sallittu Creative Commons Attribution 4.0 International (CC-BY 4.0) -lisenssillä (https://creativecommons.org/licenses/by/4.0/). Uudelleenkäyttö on sallittua edellyttäen, että lähde mainitaan asianmukaisesti ja mahdolliset muutokset merkitään. Sellaisten osien käyttö tai jäljentäminen, jotka eivät ole tekijän tai tekijöiden omaisuutta, saattaa edellyttää lupaa suoraan asianomaisilta oikeudenhaltijoilta.
Julkaisun pysyvä osoite on
https://urn.fi/URN:NBN:fi:oulu-202405284030
https://urn.fi/URN:NBN:fi:oulu-202405284030
Tiivistelmä
The more the field of AI has advanced the opaquer and harder to understand the systems have become. While deep learning technology is more mainstream than ever thanks to services such as ChatGPT the understanding of how they work to even those who create them is poor. This lack of explainability is first and foremost an ethical issue but in this paper, I argue that it also hurts the economic potential of the field.
In this study I conduct a literature survey to find out how an increase of transparency could help the field of AI both ethically and economically. I seek to use sources in literature to present examples of problems and opportunities in both domains that could be fixed and claimed by improving the transparency.
In this study I conduct a literature survey to find out how an increase of transparency could help the field of AI both ethically and economically. I seek to use sources in literature to present examples of problems and opportunities in both domains that could be fixed and claimed by improving the transparency.
Kokoelmat
- Avoin saatavuus [34237]
Ellei muuten mainita, aineiston lisenssi on https://creativecommons.org/licenses/by/4.0/