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QUANTUM INTELLIGENCE
AI-ASSISTED QUANTUM LEARNING SYSTEM
QUANTUM INTELLIGENCE LAB

Make quantum states visible.

Explore qubits, circuits, measurement, and algorithms through interactive experiments.

STATE OBSERVATIONq0 / PURE
|0⟩|1⟩|−⟩|+⟩
X 0.000
Y 0.000
Z 1.000
1|0⟩ACTIVE VECTOR
OBSERVE / MANIPULATE / UNDERSTAND / EXPERIMENT

Make the invisible state inspectable.

PURE / REDUCED 1.00
ACTIVE VECTORq0
XYZ|0⟩|1⟩|−⟩|+⟩
x 0.000y 0.000z 1.000

Drag to inspect the state orientation.

θ0.0°
φ0.0°
ACTIVE NOTATION1|0⟩
NORMALIZATION1.000
GATES00

Qubits → operations → moments → measurement

TIME →0102030405
q0ACTIVE
Select a gate on the left to create the first moment.

State ≠ outcome.

Run independent ideal measurements and compare the observed frequencies with the amplitudes implied by the active state.

|0
100.0%
|1
0.0%

Short experiments. Real state transitions.

PHASE 03–04 / QUANTUM INTELLIGENCE TUTOR

Interrogate the
circuit you built.

LIVE CONTEXTFoundation circuitsnapshot 0 / 0
WHAT WOULD YOU LIKE TO UNDERSTAND?
CONTEXT BOUND
Q
I am looking at the live experiment—not a generic quantum prompt.

Ask about the current state, active gate, measurement, circuit, or the computational idea behind it.

The quantum engine remains the authority for state, amplitude, probability, and measurement. Structured requests only; no generated code executes in this laboratory. Conversation is held in this session and is not saved as a learner profile.

PHASE 02–04 / QUANTUM ALGORITHM OBSERVATORY

Watch computation
become evidence.

Nine intelligence experiments reveal how circuits change quantum state, measurement, resources, noise, and the computational question being asked.

01

INTELLIGENCE EXPERIMENT / ORACLE PROPERTY TEST

Deutsch–Jozsa

Interference distinguishes constant from balanced promises.

EXPERIMENT PARAMETERS

Changing a parameter regenerates the circuit, state evolution, and measurement from the same experiment definition.

Oracle
CIRCUIT / 4 OPERATIONS2 QUBITS
q0
H
H
q1
X
H
READY / SELECT RUN TO ADVANCE
STATE EVOLUTION / LIVE00 / 04
|100%|110%|00100%|010%
Calculated state probability; spectral treatment encodes mode-specific evidence only.
EXECUTION / SYNCHRONIZED SNAPSHOTS1 / 5

STATE INSPECTOR / STEP 00

PREPARE

The input register starts at |0⟩ and the work qubit starts at |1⟩.

1|00⟩
STATEAMPLITUDEPROBABILITY
|00⟩1100.0%
|01⟩00.0%
|10⟩00.0%
|11⟩00.0%

MEASUREMENT / IDEAL SIMULATION

Constant function detected

|100%
|110%
|0050%
|0150%

PHASE 04 / ADVANCED QUANTUM INTELLIGENCE

Conditions change
the outcome.

EXECUTION MODE SIMULATORFUTURE HARDWARE / OFFLINE
NOISE & DECOHERENCE LAB

Ideal ≠ noisy.

Every enabled channel changes the underlying sampled simulation—never a decorative effect.

CHANNEL STRENGTH8.0%
MEASUREMENT ERROR2.0%
Simulator mode / no hardware connection
RESOURCE AWARENESS
QUBITS2
DEPTH4
GATES4
SHOTS100
STATE DIM.4
TRAJECTORIES1
Educational limits≤ 3 qubits · ≤ 32 operations · ≤ 1,000 shots · ≤ 16 optimizer iterations
STATISTICAL MEASUREMENT

Shots resolve a distribution.

Single measurements vary. More shots make the seeded sampled frequencies more informative, while remaining finite samples.

|100|110|0053|0147
SIMULATION TRACE / AUTHORITATIVE COMPARISON

State → noise → measurement.

STATE FIDELITY100.0%TV distance 0.0%
IDEAL STATE0.707|00⟩ + -0.707|01⟩100.0% Z expectation
NOISE LAYER OFF0.707|00⟩ + -0.707|01⟩Ideal state is preserved
MEASUREMENT EFFECT0.0% readout errorExpectation deviation 0.0%
|10
0.0% / 0.0%
|11
0.0% / 0.0%
|00
50.0% / 50.0%
|01
50.0% / 50.0%
ideal probability noisy probabilityEach bar uses the deterministic simulation result; count labels above use actual seeded shot samples.
EXPERIMENT REPRODUCIBILITY / LOCAL ONLYDeutsch–Jozsa · seed 4127 · 100 shots

PHASE 03–04 / QUANTUM INTELLIGENCE TUTOR

Reason with the
state you have.

LIVE CONTEXTDeutsch–Jozsasnapshot 0 / 4
WHAT WOULD YOU LIKE TO UNDERSTAND?
CONTEXT BOUND
Q
I am looking at the live experiment—not a generic quantum prompt.

Ask about the current state, active gate, measurement, circuit, or the computational idea behind it.

The quantum engine remains the authority for state, amplitude, probability, and measurement. Structured requests only; no generated code executes in this laboratory. Conversation is held in this session and is not saved as a learner profile.

WHY IT WORKS

q0 resolves to 0

Encode the oracle response as phase and use interference to reveal the promised property with one ideal oracle query.

OraclePhase kickbackMeasurement

CLASSICAL VS QUANTUM LENS

Classical pattern

Inspect function values until the promise can be resolved; the deterministic worst case needs more than one evaluation.

Quantum pattern

Encode the oracle response as phase and use interference to reveal the promised property with one ideal oracle query.

One ideal oracle query under the promise; a conceptual separation, not a general speedup claim.

WHY IT MATTERS / CONCEPTUAL CONNECTION

Promised property testing

Relative phase becomes a measurable interference pattern.

Potential application areas

Conceptual query complexity and algorithm-design intuition.

Scientific boundary

The promise is essential; it does not apply unchanged to arbitrary black-box functions.

CONCEPTUAL PROGRESSION

Foundations Oracles Interference Amplification Entanglement Phase

COMPARE DEUTSCH–JOZSA WITH

2 q / Interference distinguishes constant from balanced promises. 2 q / Oracle marking and diffusion rotate amplitude toward a target.

ADVANCED CONCEPT EXPLORER

Build from
a concept.

Recommendations are derived from the shared concept graph, then route into the same inspectable experiment definitions.

CONCEPT / Amplitude amplification
oracle → interferenceAmplitude amplification

Grover’s Search

CONCEPT / Entanglement
hadamardEntanglement

Quantum Teleportation

CONCEPT / Relative phase
superpositionRelative phase

Grover’s Search → Quantum Fourier Transform → Quantum Phase Estimation → Shor / Period finding

CONCEPT / Hybrid quantum-classical computing
expectationHybrid quantum-classical computing

VQE / Energy loop → QAOA / Max-Cut