Gen AI and large language models (LLMs) are transforming how patients research symptoms, treatments, and side effects—often in places pharma cannot see or measure. While social channels remain visible, private LLM chats and closed messaging apps create blind spots for safety, compliance, and commercial teams as adverse events, off-label use, and misinformation increasingly surface there first.

