Shalaleh Rismani

schoolMcGill Universitybar_chart#4039 Global Rank

Total Papers

HCI Rank

#4039

Research Areas

Years Active

Recent Publications

From Use to Oversight: How Mental Models Influence User Behavior and Output in AI Writing Assistants

AI-based writing assistants are ubiquitous, yet little is known about how users’ mental models shape their use. We examine two types of mental models—functional or related to what the system does, and structural or related to how the system works—and how they affect control behavior—how users request, accept, or edit…

CHI '242nd AuthorGenerative AI (Text, Image, Music, Video) +2

Generative AI in Creative Practice: ML-Artist Folk Theories of T2I Use, Harm, and Harm-Reduction

Understanding how communities experience algorithms is necessary to mitigate potential harmful impacts. This paper presents folk theories of text-to-image (T2I) models to enrich understanding of how artist communities experience creative machine learning systems. This research draws on data collected from a workshop w…

CHI '231st AuthorAI-Assisted Decision-Making & Automation +2

From plane crashes to algorithmic harm: applicability of safety engineering frameworks for responsible ML

Inappropriate design and deployment of machine learning (ML) systems lead to negative downstream social and ethical impacts -- described here as social and ethical risks -- for users, society, and the environment. Despite the growing need to regulate ML systems, current processes for assessing and mitigating risks are…

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