Surveillance & Accountability

Surveillance & Accountability

Critical analysis of surveillance technologies and AI hype, evaluating the risks and failures of AI in high-stakes settings like law enforcement

What We're Working On

project

Tracking and Evaluating AI Use in Police Surveillance

ongoing

Police departments across the US are increasingly using AI tools for surveillance and automation of police work, such as filing police reports from body cam footage. We are working to evaluate the risks and failures of using AI in high-risk scenarios like law enforcement.

Started: 2025-06-01
MN
NE
Dana Calacci
Tianqi Kou
project

Mapping the AI Hype Cycle

ongoing

We are using a corpus of hundreds of articles and press releases about AI use in law enforcement automation and surveillance as a case example to theorize and empirically examine how AI 'hype' spreads

Started: 2025-05-01
Tianqi Kou
Dana Calacci

Publications

AIES

As an AI Language Model, 'Yes I Would Recommend Calling the Police': Norm Inconsistency in LLM Decision-Making

Shomik Jain, D Calacci, Ashia Wilson

Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society

Updates

talk

Talk at HotPETS Workshop: Measuring risks in digital economies using crowdsourced Amazon purchase histories

Dana presented WAO research at the HotPETS workshop on measuring risks in digital economies using crowdsourced US consumer data.

People:
Dana Calacci
media

MIT News: AI could lead to inconsistent outcomes in home surveillance

Coverage of Shomik Jain's (MIT IDSS) research on norm inconsistency in AI decision-making and its implications for surveillance and policing.

People:
Shomik Jain
Dana Calacci

People

person

Tianqi Kou

he / him

PhD Candidate

Penn State IST

🔗 Website
person
MN

Maya Nagiub

she / her

Undergraduate Researcher

Penn State IST

person
NE

Nasser Eledroos

he / him

Founder

Big Dreams

🔗 Website
person

Dana Calacci

she / her

Director

Asst. Professor, Penn State IST

🔗 Website