ENGRAM·v1
Quantum Control Interface · PP-RAI 2026
QRNG
GLM-4
Llama 3.3
Qiskit Aer
Live Metrics
Updated each Floquet cycle · 0.6s interval
Entropy S
—
von Neumann · QRNG track
Syntropy Σ
—
1 − IPR(QRNG)
Fidelity
—
1 − |ds²|
Gain (QRNG−PRNG)
—
MBL stability · paper: +38%
Entropy Source
—
—
Inverse Participation Ratio — QRNG track
IPR < 0.3 → Syntropy lock · Riemann Zeta zero frequency comb
—
0.0 Localised · syntropic0.30.61.0 Delocalised · thermal
Offline
⚠ Topological correction triggered — Phase_Reset_v2 dispatched
γ₁…γ₂₀ Zeta zeros · drive comb
QRNG vs PRNG — IPR Comparison
Identical Floquet circuit · entropy source is the only variable
QRNG (Aer Hadamard circuit)
PRNG (numpy baseline)
Lock threshold 0.3
LLM Controllers (Ollama)
GLM-4-9B
Recovery · dispatched when IPR ≥ 0.3
STANDBY
Llama 3.3
Maintenance · active when IPR < 0.3
STANDBY
ENGRAM Memory Architecture
E
Episodic
IPR history · state vectors · phase noise
S
Semantic
Zeta zeros · physics priors · specs
P
Procedural
Phase_Reset_v2 · NOT-NOT gate
Riemann Zeta Frequency Comb — Drive Spectrum A(t)
γ₁…γ₁₀₀ non-trivial zeros · Floquet-Zeta drive with QRNG noise ε(t)
Hilbert dim
d-11 · 11 Zeta zeros active · Exact method · 128 KB
Spectral span
—
γ₁ → γₙ · Hz
Mean spacing
—
avg Δγ · Hz
Min spacing
—
GUE level repulsion
A(t) amplitude
—
current drive · normalised
ε(t) injection
—
QRNG entropy · cycle
Drive Amplitude A(t) = Σ sin(γₙt + φₙ) + ε(t)
Live · scrolling time window
Scaling Performance — d-11 → d-110 (Paper Table 3)
Active row highlighted
| Dimension | Method | Syntropy Gain | Memory Footprint | Max Coherence Time |
|---|---|---|---|---|
| d-11 | Exact | Baseline | 128 KB | 1,200 ± 300 cycles |
| d-22 | Exact | +18.2% | 268 MB | 2,100 ± 400 cycles |
| d-33 | Hybrid | +29.4% | 1.2 GB | 3,400 ± 500 cycles |
| d-55 | Hybrid | +34.1% | 8.7 GB | 5,800 ± 700 cycles |
| d-100 | GPU tensor | +38.0% | ~512 GB | 12,000 ± 1,200 cycles |
Quantum Clock Synchronisation:
Zeta frequency combs derived from Riemann zeros provide ultra-stable timing references for distributed satellite constellations.
γ₁ = 14.135 Hz serves as the fundamental clock tick; higher zeros encode sub-harmonic corrections.
Spectral rigidity of the GUE ensemble ensures phase noise suppression analogous to optical frequency combs in precision metrology.
Cycle Log
No cycles recorded
Start the simulation to record cycles.
Session Summary
Cycles—
Avg IPR · QRNG—
Avg IPR · PRNG—
Avg stability gain—
Lock time · QRNG—
Lock time · PRNG—
Corrections—
Avg fidelity—
Run the simulation to generate an inference.
ENGRAM Query Interface
Live state + ENGRAM context injected into each LLM query
Start the simulation, then query GLM-4 or Llama 3.3 with ENGRAM context. Try: “Why is QRNG more stable?” or “What correction routine should run now?”
