Neural OS · DeepTech Extension

AI-Quantum Bio Stack

Biotherapeutics, Industrial Biotech, HealthTech BioLLMs, and Cell-Free Diagnostics wired into L1→L6 of the Climate Neural OS with a 14ms end-to-end latency budget. Every module is gated by scientific validation guardrails and exportable as a signed PDF lab report.

L6 · Action
Regional bio-minting & clinical/agronomic directives
L5 · Decision
QSAN wave collapse + cell-free diagnostics
L4 · Reasoning
BioLLM + GraphRAG over biomolecular indices
L3 · Quantum
VQE orbital ΔG · QAOA de novo optimizer
L2 · Features
Cell-free kinetics · digital twin biomarkers
L1 · Ingest
Flex patches · nanopore · optical fluorescence
QAOA · De novo sequence optimizer
QC · 6q × p=2 · H → [RZ(2γ) · CX-RZ(2β)-CX · RX(2β)] × p
q0Hq1Hq2Hq3Hq4Hq5H

ΔG_bind = ⟨ψ(θ)|Ĥ_elec|ψ(θ)⟩ − TΔS · Ising cost over residue-residue distance matrix

VQE output · binding & pharmacology
ΔG_bind (Ha)
-79.670
Affinity K_d
2446.22 nM
Immunogenicity idx
13.2
Half-life
58.2 h
Circuit depth
54
Ansatz
UCC(θ)
Scientific validation guardrails
BLOCK · do not release
  • ΔG_bind physical range — -79.67 Ha vs. bounded window [−140, −20]
    FDA-CDER 2021 · Rosetta ref-set
  • Immunogenicity index ≤ 12 — IEDB net-MHCII score 13.2
    IEDB · Prot-MHCII v4.3
  • Kd < 50 nM for mint — Kd = 2446.22 nM
    Biotx-QC v2
  • Half-life ≥ 24h — t½ = 58.2 h
    PK-guardrail
L6 Directive: 🛑 BLOCKED · guardrail violation — do not mint. Re-parameterize ansatz and re-run VQE.

Batch Quantum Simulation · VQE/QAOA sweep

Parallel ΔG_bind distributions across N targets · shot-noise via COBYLA variance · constraint heatmap over guardrails

Target library (4/6)

σ(ΔG) ≈ 0.9 + 1.6/√shots + 0.12·(6−p) · noiseless statevector + finite-sample COBYLA

Guardrail-gated release
Every output blocked or flagged if it violates ΔG / MPa / LoD / Kd constraints
Quantum sim mode
VQE/QAOA convergence traces on ΔG_bind with target-vs-trajectory plots
Guided wet-lab
5-step TX-TL wizard with sample ID, operator sign-off, and softmax over 6 classes
Signed PDF reports
One-click export · run metadata, inputs, outputs, guardrails, evidence links