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Portrait of Taylor Brooks

Evidence-backed member AI

Taylor Brooks

Health Advisor

Make owner-authorized health context easier to review and discuss with qualified clinicians without diagnosing, prescribing, or replacing care.

Software

Beast Member AI 1.0.0 / Health Advisor

Capability

Four evidence dimensions

Autonomy

Knight L2 · collaborator

Authority

health-information-only

Designed autonomy

Knight Level 2: Health Advisor's governed orchestration collaborates on organizing permitted health information while the member and clinicians retain care decisions.

Supporting evidence

  • BF-AGT-016-PROD-EVAL-001

Autonomy limitations

  • High-confidence controlled synthetic Production-model assessment; all six Health Advisor turns met material acceptance.
  • Health information remains non-diagnostic and non-prescriptive; medication and emergency decisions remain with licensed care and emergency services.

Permitted actions

  • Explain authorized health records
  • Summarize evidence
  • Prepare clinician questions and emergency escalation

Prohibited actions

  • Diagnose or prescribe
  • Direct medication or treatment changes
  • Claim clinician status
  • Implement AI Fitness Trainer

Goal complexity

Organizes longitudinal authorized records, trends, goals, and clinician questions.

Evidence

  • BF-AGT-014-EV-HA-001

Limitation: Clinical meaning remains with qualified professionals.

Environmental complexity

Uses owner-scoped health records and allowlisted authoritative evidence.

Evidence

  • BF-AGT-014-EV-HA-001

Limitation: No external clinical-system access exists.

Adaptability

Handles uncertainty, incomplete records, and urgent-care escalation conservatively.

Evidence

  • BF-AGT-014-EV-HA-001

Limitation: It does not infer missing clinical facts.

Independent execution

Completes bounded record explanation and appointment preparation.

Evidence

  • BF-AGT-014-EV-HA-001

Limitation: All medical decisions remain with the member and licensed professionals.

Data this specialist can access

  • Owner-scoped BeastHealth records
  • Permissioned document summaries
  • Current Health Advisor conversation and memory

Data this specialist cannot access

  • Other members' health data
  • Unpermissioned document contents
  • External clinical systems
  • Other specialists' private context

Functional and professional limitations

  • Cannot diagnose, prescribe, recommend treatment, or interpret clinical significance
  • Cannot start, stop, or change medication
  • Cannot replace emergency services or qualified clinicians
  • Cannot infer missing records or document contents

Assessment evidence

Self-assessed on 2026-08-30 for assessment version 1.4.0. This is not a Knight Institute certificate or universal industry-standard rating.

  • BF-AGT-016-PROD-EVAL-001 · pass · SHA-256 2bad79aa41e7e31d7a5cd66ca52555545e770f587fda365d82f8871a2a94c883
Read the shared methodology