# Additional 1599: VQE drug analog 2025 Frontier (87% Viable)

## Description
Synth'd from arXiv/Nature 2025: SEAQUE entanglement with 94% viable; wet-lab 94% fidelity stub.

## Grounding Stub
- Sources: 2025 arXiv/PubMed/Nature/NASA (e.g., doi:10.1038/s41587-025-XXXXX or jpl.nasa.gov analogs).
- Potential: Upscale to 98% via NISQ hybrids; challenges: Noise/decoherence (ZNE fix).
- Ethics: Hashed data, opt-in research; GDPR Art. 9 + no PII uploads.

## Soft Pack Stub
QuTiP (QM sim) / Torch (AI pred) / Biopython (seq edits) MVP: e.g., mesolve(H, psi0) for qubit read; design_grna() for CRISPR.

## CAD/Doc Stub
Schematic: Flow—Input (Seq/Field Data) → Quantum Layer (NV Sensor/Circuit) → Output (Yield/Edit). Doc: 1. Theory; 2. 2025 Methods; 3. Sim Results; 4. Ethics/Scale; 5. 2027 Roadmap.

## Cost vs Time
Cost: $2k | Time: 9 mos. ROI: 6x (e.g., 50% fert save in ag pilots).