Transparency as Manipulation? Uncovering the Disciplinary Power of Algorithmic Transparency

Philosophy and Technology 35 (3):1-25 (2022)
  Copy   BIBTEX


Automated algorithms are silently making crucial decisions about our lives, but most of the time we have little understanding of how they work. To counter this hidden influence, there have been increasing calls for algorithmic transparency. Much ink has been spilled over the informational account of algorithmic transparency—about how much information should be revealed about the inner workings of an algorithm. But few studies question the power structure beneath the informational disclosure of the algorithm. As a result, the information disclosure itself can be a means of manipulation used by a group of people to advance their own interests. Instead of concentrating on information disclosure, this paper examines algorithmic transparency from the perspective of power, explaining how algorithmic transparency under a disciplinary power structure can be a technique of normalizing people’s behavior. The informational disclosure of an algorithm can not only set up some de facto norms, but also build a scientific narrative of its algorithm to justify those norms. In doing so, people would be internally motivated to follow those norms with less critical analysis. This article suggests that we should not simply open the black box of an algorithm without challenging the existing power relations.



    Upload a copy of this work     Papers currently archived: 93,098

External links

Setup an account with your affiliations in order to access resources via your University's proxy server

Through your library

Similar books and articles

Algorithmic Transparency and Manipulation.Michael Klenk - 2023 - Philosophy and Technology 36 (4):1-20.
Algorithms and Media Ethics in the AI Age.Changfeng Chen & Gaelle A. Chekam - 2021 - In Stephen J. A. Ward (ed.), Handbook of Global Media Ethics. Springer Verlag. pp. 301-328.


Added to PP

41 (#400,220)

6 months
27 (#113,877)

Historical graph of downloads
How can I increase my downloads?

Author's Profile

Hao Wang
University of Amsterdam

Citations of this work

Algorithmic Transparency and Manipulation.Michael Klenk - 2023 - Philosophy and Technology 36 (4):1-20.
Algorithmic Colonization of Love.Hao Wang - 2023 - Techné Research in Philosophy and Technology 27 (2):260-280.

View all 7 citations / Add more citations