LearningInduction AR, Adaptive Clinical-Reasoning Layer

A discovery-learning induction layer that rides on top of a holographic scenario · demo: acute dyspnea

simulation platform (substrate) Induction layer (this product) Instructor dashboard (output)
Simulation platformholographic scenario · emits state →
↑ JVP
bibasal crackles
pedal edema
holographic patient
HR
110
BP
165/95
RR
28
SpO₂
89%
instructor-driven · multi-user · full-fidelity
state → { scenario:"acute_dyspnea", stage:"static" }
68 F · acute breathlessness, worsening over 3 days · can't lie flat (sleeps on 3 pillows).
Hx: hypertension, prior MI. Afebrile. No purulent sputum.
The substrate supplies the patient + observable findings. It does not reason about the individual learner, that's the layer's job. →
findings →
Reasoning Induction Layerdiscovery loop
← assessment
Instructor Dashboard← per-student signal
StudentA. Okafor · MS3
ScenarioAcute dyspnea
Steps correct 1st try- / -
Reasoning breaks0
Illness-script mastery
Reasoning trace
  • Waiting for student to begin…
SEAM ⇄ platform → { } layer → { }