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Jantina Tammes School of Digital Society, Technology and AIPart of University of Groningen
Jantina Tammes School of Digital Society, Technology and AI
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Jantina Tammes School of Digital Society, Technology and AI Education UnExpected Values: from Dystopia to Utopia

Researcher: Surveillance Safety Net

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Context:

Your university administration is excited about your research in acoustic event detection. They propose a five-year funding partnership if you deploy your system campus-wide to “enhance safety”. It would continuously analyze audio in public spaces—quads, libraries, hallways, cafeterias—to detect distress screams, medical emergencies, or aggressive behavior.

Dilemma:

A) Refuse. Continuous audio monitoring creates a surveillance infrastructure ripe for mission creep and constitutes a serious violation of privacy and academic freedom.

B) Accept. The funding secures your research and supports a technology that could save lives. You can push for an ethics board and strict anonymization.

Story behind the dilemma:

A study of UK smart speaker users reveals that privacy concerns in this domain are uniquely complex due to the multi-stakeholder ecosystem involving device manufacturers, app developers, and third-party contractors. Survey data identified seven distinct types of privacy concerns, with fears about third-party access—such as the potential for human contractors to listen to recordings—being the most pronounced.

Despite these concerns, the study found that privacy-protecting behaviors are relatively uncommon among users. Actions are partially influenced by the level of concern and other factors, including the perceived usefulness of the device and a sense of "social presence" it creates. The research concludes that users exhibit a state of "privacy pragmatism" or even "privacy cynicism," where they acknowledge the risks but, weighing them against the utilitarian benefits, ultimately accept the privacy trade-offs. This paints a picture of a user base that is aware of the implications but feels limited in its ability to act, often resigning to the pervasive data collection as a condition of using the technology.

Resources:

Last modified:06 January 2026 5.25 p.m.
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