QuantumLearning Machines
LabPathDepth expansion

Physics LabPath

A full physics course where students learn by predicting motion, manipulating systems, reading measurements, and defending models from evidence.

10/10depth gate
8course units
24mission labs
8domain engines
What must be true

The course must teach, simulate, assess, and adapt.

Mode-native engines

Each domain gets its own controls, models, and evidence.

Mechanics Test Range

Make position, velocity, acceleration, force, and constraints tactile.

Controls
drag vectorset massfire launcherchange frictionplot motion
Newtonian kinematics/dynamics, constraint and energy approximations

Energy And Momentum Arena

Show conservation and transfer during collisions, explosions, and ramps.

Controls
set massset velocitychoose collisionadd springmeasure before/after
momentum conservation, kinetic/potential energy, coefficient of restitution

Rotation And Orbit Rig

Connect torque, angular momentum, centripetal force, and orbital motion.

Controls
move pivotapply torquechange radiusset angular speedrelease orbit
rotational dynamics, centripetal acceleration, inverse-square gravity approximation

Waves And Optics Bench

Make interference, refraction, diffraction, and image formation visible.

Controls
drag sourcechange wavelengthmove barrierplace lensread phase
wave superposition, Snell approximation, thin-lens equation

Electric And Magnetic Field Lab

Turn invisible fields into manipulable vector fields and force consequences.

Controls
place chargedrag test chargeswitch magnetdraw field linemeasure force
Coulomb force, field superposition, Lorentz-force approximation

Circuits Systems Lab

Show current, voltage, resistance, power, and circuit topology as live constraints.

Controls
wire componentschange resistancetoggle switchplace metertrace current
Ohm/Kirchhoff solving for simple DC circuits, power and equivalent resistance

Fluids And Thermal Lab

Connect pressure, buoyancy, flow, heat, and energy transfer.

Controls
change depthopen valveheat chamberchange densitymeasure flow
hydrostatic pressure, buoyancy, continuity/Bernoulli approximations, thermal energy

Measurement And Modeling Bench

Make uncertainty, graph fitting, and model selection part of physics reasoning.

Controls
collect dataadd noisefit modelinspect residualcompare claims
linear/nonlinear fit, residuals, uncertainty bands, dimensional checks
Full course map

Eight units. Twenty-four labs. Evidence every week.

TeacherOS

Daily intervention CTA

  • Group students by force/motion, conservation, fields, circuits, or graphing misconception.
  • Assign a remediation lab based on the first failed model assumption.
  • Create a TeachProof room for Socratic response to physics misconceptions.
  • Track time from lab evidence to targeted intervention.
District / university

Evidence rollup

  • Modeling and measurement proficiency by unit.
  • Misconception resolution across mechanics, waves, E&M, and data.
  • Lab-to-equation transfer evidence.
  • Readiness for AP Physics and first-year engineering physics.