QuantumLearning Machines
LabPathDepth expansion

Chemistry LabPath

A full chemistry course where students learn matter, reactions, equilibrium, energy, and analysis by manipulating molecular systems and defending evidence.

10/10depth gate
8course units
24mission labs
9domain 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.

Molecular Structure Workbench

Make bonding, polarity, geometry, and intermolecular forces visible and manipulable.

Controls
drag atomschange electronegativityrotate geometrytoggle lone pairscompare forces
valence-shell geometry, polarity vectors, bond energy, intermolecular-force scoring

Stoichiometry Reaction Bench

Turn coefficients, moles, limiting reagents, and yield into visible reaction consequences.

Controls
pour reagentbalance equationset mole amountheat reactioncollect product
balanced-reaction mole ratios, limiting reagent, percent yield, conservation checks

Equilibrium Reactor

Show reversible reactions as dynamic populations, not static arrows.

Controls
add reactantremove productchange pressurechange temperaturewatch rate arrows
mass action quotient, Le Chatelier perturbation, forward/reverse rate relaxation

Acid-Base Titration Lab

Connect particle-level proton transfer to pH curves, buffers, and equivalence points.

Controls
dispense titrantchoose indicatorset concentrationadd bufferinspect curve
weak/strong acid equilibrium, Henderson-Hasselbalch, titration curve approximation

Thermo-Kinetics Lab

Separate energy, spontaneity, activation energy, and reaction rate.

Controls
change temperatureadd catalyststretch energy diagramrun collisionsmeasure rate
Arrhenius response, collision frequency, activation barrier, qualitative free-energy scoring

Electrochemistry Cell

Make electron flow, redox potential, concentration effects, and cell design visible.

Controls
choose electrodesconnect salt bridgechange concentrationreverse leadsread voltage
redox table, Nernst approximation, electron-flow direction, cell potential

Solutions And Intermolecular Forces Lab

Connect dissolving, concentration, colligative properties, and particle interactions.

Controls
add solutestir solventchange temperaturecompare vapor pressurefreeze sample
concentration, solubility trend, particle count, colligative-property approximation

Spectroscopy Data Bench

Turn unknown identification into evidence from spectra, calibration, and uncertainty.

Controls
run spectrumchoose wavelengthbuild calibration curvedilute sampleidentify unknown
Beer-Lambert calibration, peak matching, residual error, uncertainty scoring

Organic Mechanism Bench

Make substrate, nucleophile/base, solvent, heat, stereochemistry, and side-product competition visible.

Controls
choose substrate crowdingtune nucleophile strengthtune base strengthchange solventinspect product pathway
SN1/SN2/E1/E2 pathway competition, stereochemistry signal, side-product risk, rate-limiting step
Full course map

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

TeacherOS

Daily intervention CTA

  • Group students by misconception: conservation, particles, equilibrium, energy, or data uncertainty.
  • Assign a remediation lab when students memorize procedures without mechanism.
  • Create a Studio assessment from a lab report, stoichiometry problem, or FRQ-style prompt.
  • Generate TeachProof practice for the highest-risk chemistry misconception.
District / university

Evidence rollup

  • Unit coverage by chemical reasoning evidence.
  • Lab-safety and model-limitation reasoning signals.
  • Misconception resolution by unit and teacher.
  • AP/general-chem readiness from defended evidence, not quiz completion.