Deploying AI Companions in Elder Care: A Privacy Compliance Playbook: Treat AI Companions as High-Risk Programs - JD Supra

( LeadingAge , Comments on AI in Clinical Care (Feb. 22, 2026),

(

[ LeadingAge, LeadingAge Offers HHS Input on AI’s Use in Clinical Care (Mar. 11, 2026),](

[ H. Abdollahi & M. H. Mahoor, Artificial Emotional Intelligence in Socially Assistive Robots for Older Adults: A Scoping Review, IEEE Trans. Affective Comput. (2022),](

(

( J. Chu et al., Enhancing Elderly Care Services Through Integrated Sentiment Analysis and Knowledge Reasoning (2025),

( Joseph, supra note 1.

( Saadati Gottschlich et al., AI in Elderly Care: Understanding the Implications for Independence, Privacy, and Dignity, AI Tech. & Behav. Soc. Sci. (2024),

(

( Am. Hosp. Ass’n, AHA Response to HHS RFI on AI in Health Care (Feb. 22, 2026),

( NIST, supra note 6.

( AHA, supra note 13.

( ( NIST, supra note 6.

( AHA, supra note 13.

(

( LeadingAge, supra note 2.

( Fed. Trade Comm’n, Fighting Back Against Harmful Voice Cloning (Apr. 7, 2024),

( Sarah Barrington et al., People Are Poorly Equipped to Detect AI‑Powered Voice Clones, Sci. Reports (2025),

[ Blanka Klimova et al., Ethical Considerations of AI Use by the Elderly, Int’l J. Hum.–Computer Interaction (2025),](

[ Elena Portacolone et al., Ethical Issues Raised by the Introduction of Artificial Companions to Older Adults with Cognitive Impairment, 21 BMC Med. Ethics 1 (2020),](

( Fed. Trade Comm’n, Preventing the Harms of AI‑enabled Voice Cloning (Nov. 15, 2023),

( International AI Safety Report 2026, Extended Summary for Policymakers (2026), ( Brooke Wolfe et al., Caregiving Artificial Intelligence Chatbot for Older Adults and Their Caregivers: Mixed‑Methods Study, J. Med. Internet Res. (2025),

( Wolfe et al., supra note 29.

( Portacolone et al., supra note 23.

( Abdollahi & Mahoor, supra note 7.

( Fed. Trade Comm’n, Fighting Back Against Harmful Voice Cloning , supra note 20.

( Int’l AI Safety Report Expert Panel, International AI Safety Report 2026 (extended summary) (2026),

( Joseph,supra note 1.

( Chu et al., supra note 9.​​​​​​​

Send;)Print;)Report