A physician-curated roadmap personalized to your role: which AI tools to learn, which skills to deepen, which credentials are now worth more. Delivered to your inbox.
The Family Medicine Physician role scores in the most AI-resistant band. The work that defines it — the physical, procedural, and relational core — is not on the table for current generative AI. Routine paperwork is being eaten; the actual job is not. Over the next 5 years the score is projected to drift down by 6 points based on the medicine vertical's drift rate. Quarterly recomputes track the actual change.
All four are weighted into the composite. See the formula →
The single highest-leverage move for someone in this role this quarter:
ChatGPT or another frontier AI assistant for clinical-note drafting + medical-literature synthesis.
The free 12-week email plan above expands this into a sequenced plan. The $19 personalized roadmap goes further: ranked tools, credential-value shifts, pivot scenarios, and quarter-by-quarter targets for the next 12 months.