Guy Laban

Linguistic inequity in clinical AI evaluation: a scoping review of 806 studies across 62 languages

Co-Designing Social Robots for Social-Cognition Training with Autistic Adults

Social robots have been widely explored as tools for autism intervention, yet this literature has focused predominantly on children and has rarely involved autistic adults as active contributors to design. This creates a mismatch between existing systems and the social-cognitive challenges autistic adults actually face...

Why did My Robot Just Change Personality? Prompting Guidelines for a Grounded Robot Persona in LLM-Based HRI

It is argued that prompt design should be treated as a socio-technical problem rather than a minor implementation detail, requiring explicit capability boundaries, transparent behavioural assumptions, and context-sensitive safeguards to support reliable and interpretable HRI.

Underwriting the Agent Economy: The Blueprint for an AI Insurance Stack

This report argues that affirmative AI coverage with limits in the billions is achievable by 2030, but only with industry-wide coordination, and lays out an eight-component AI insurance stack spanning incident data collection, catastrophe modeling, standards, contract design, risk selection, pricing, monitoring, and cl...

Generating Clinical Vignettes that Preserve Cognitive Formulations

Results show that cognitive formulation can serve as an auditable specification for scalable synthetic clinical text generation and show that cognitive formulation can serve as an auditable specification for scalable synthetic clinical text generation.