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Augmenting Rather Than Replacing the Doctor-Patient Relationship

January 8, 2026
2 min read
Augmenting Rather Than Replacing the Doctor-Patient Relationship

At Thumos Care, we've always believed that AI should augment, not replace, the doctor-patient relationship. Today, we're excited to announce a major step forward in that vision: Clinician Personalization.

The Challenge

AI-powered health platforms face a fundamental tension. On one hand, AI can analyze biomarkers, identify patterns, and provide evidence-based recommendations at scale. On the other hand, every clinician brings decades of training, clinical experience, and a nuanced understanding of their patients that no algorithm can fully replicate.

Too often, patients receive AI-generated health advice that feels generic or worse, conflicts with their doctor's philosophy of care.

Our Solution: AI That Learns Your Doctor's Approach

We've built a system that allows physicians to teach our AI how they practice medicine. Through a comprehensive onboarding wizard, doctors can now:

  1. Define Their Practice Orientation
  • Risk tolerance (conservative to proactive)
  • Evidence threshold (strict adherence to guidelines vs. openness to emerging research)
  • Communication style (reassuring, neutral, or direct)
  1. Specify Clinical Positions

Doctors can review 40+ evidence-based clinical positions across conditions like diabetes, heart disease, hypertension, and mental health—agreeing, disagreeing, or adding nuance with their own rationale.

  1. Share Case-Based Preferences

Through 12 realistic clinical vignettes, the system learns how a doctor approaches complex decisions where reasonable clinicians might disagree.

  1. Curate Adjunctive Interventions

Physicians specify which supplements, lifestyle modifications, and complementary approaches align with their practice philosophy.

What This Means for Patients

When a patient connected to a personalized clinician uses Thumos Care, every AI-generated insight, from health analysis to chat responses, reflects their doctor's documented preferences.

  • If your doctor is conservative about supplements, the AI won't suggest them without evidence
  • If your doctor has a specific approach to managing anxiety, the AI incorporates that perspective
  • If your doctor disagrees with a guideline based on clinical experience, the AI acknowledges their reasoning

We believe the future of healthcare AI isn't about replacing clinical judgment, it's about amplifying it. If you're a physician interested in personalizing AI for your patients, or a health system looking to integrate AI that respects clinical autonomy, we'd love to connect.

Thumos Care is an AI-powered health optimization platform that combines biomarker analysis, knowledge graphs, and now clinician personalization to deliver truly individualized health insights.

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Intersections is Shan Rizvi's notebook of open letters, peace architecture, and technical lab notes. The essays move between heads-of-state diplomacy, semantic graph memory design, and the mystical traditions that still inform modern governance.

Each piece is an attempt to weave neuroscience, theology, and emerging AI into strategies that make reconciliation and human-centric intelligence feel actionable.

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