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VERSION:2.0
PRODID:-//BritCHI//Schedule//EN
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METHOD:PUBLISH
X-WR-CALNAME:Intrusive by Default? Navigating Privacy by Design in LLM-Supp
 orted Care Documentation
BEGIN:VEVENT
UID:paper-session-4-digital-health-care-and-wellbeing-intrusive-by-default-
 navigating-privacy-by-design@britchi.uk
DTSTAMP:20261014T154232Z
DTSTART:20261103T115000Z
DTEND:20261103T120000Z
SUMMARY:Intrusive by Default? Navigating Privacy by Design in LLM-Supported
  Care Documentation
DESCRIPTION:BritCHI 2026 · Paper Session 4: Digital Health\, Care and Well
 being\nKletter\, Koeszegi\nIn an LLM-based documentation support system fo
 r residential nursing homes\, audio recordings of care worker–resident i
 nteractions are used to generate brief care reports. Drawing on ethnograph
 ic observations\, we show that inconsistent privacy practices reflect a pr
 ivacy calculus shaped by concerns about workplace surveillance. We examine
  the limits of operationalising Privacy by Design in a context where priva
 cy concerns are intertwined with distrust toward both technology and the c
 are organisation. As a technology probe to explore the technical potential
  for privacy protection\, we developed an LLM-based privacy detection pipe
 line. While approximately three-quarters of pipeline-identified segments w
 ere confirmed as privacy-sensitive\, unreliable speaker diarisation remain
 s a major challenge. We argue that care workers should retain autonomy ove
 r their privacy preferences rather than relying on predefined technical sa
 feguards. Our findings suggest that technical Privacy by Design measures a
 lone are insufficient for establishing trustworthy AI documentation suppor
 t systems in situated care work.
LOCATION:Brunel University London\, Kingston Lane\, Uxbridge UB8 3PH
URL:https://www.britchi.uk/programme/schedule/paper-session-4-digital-healt
 h-care-and-wellbeing/
END:VEVENT
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