Interface

ENGRAM · Quantum Control Interface
Quantum Control Interface · PP-RAI 2026
QRNG
GLM-4
Llama 3.3
Qiskit Aer
OFFLINE
CYCLE FIDELITY ds² QRNG BUF
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
current stability gain · QRNG vs PRNG
Paper target: +38% MBL stability
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
DimensionMethodSyntropy GainMemory FootprintMax Coherence Time
d-11ExactBaseline128 KB1,200 ± 300 cycles
d-22Exact+18.2%268 MB2,100 ± 400 cycles
d-33Hybrid+29.4%1.2 GB3,400 ± 500 cycles
d-55Hybrid+34.1%8.7 GB5,800 ± 700 cycles
d-100GPU tensor+38.0%~512 GB12,000 ± 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?”
ENGRAM v1.0 · AGH UST Kraków / KUL Lublin / IU Berlin · PP-RAI 2026 Connecting to backend…