HomeHeroesDe NovoDiscoveryGene ScanCDx Pathwayโ™ป๏ธ Repurposing๐Ÿšฆ GatesModelsQuantum๐Ÿงช Wet LabSchedules๐ŸŽ›๏ธ Control๐Ÿงฌ CIFOG๐Ÿ“ˆ Milestones๐Ÿงฌ BioBrain๐Ÿงฌ FRSI๐Ÿง  NPEAD๐Ÿง  NPEADArchitecture๐Ÿ”ฌ RODE๐Ÿง  Cortex-RWorkspace๐Ÿง  V2๐Ÿง  V3๐Ÿ“ฆ Knowledge๐Ÿ’ฐ Revenue๐Ÿ“Š Costs๐Ÿ“š Datasets๐Ÿ”ฌ Research

๐Ÿงฌ De Novo Drug Discovery Pipeline

Source: ๐Ÿ”ฎ CORTEX (autonomous discovery) ยท ๐Ÿ’ก SPECIALIST (brain-enriched known target) ยท No tag (standard pipeline)
Growth Vectors ๐Ÿง  GCN: 87.5% โš›๏ธ VQE: LIVE ๐Ÿ”ฌ Outcomes: READY ๐Ÿงฌ Cross-Cancer: 7 hits ๐Ÿ“– How-To Guide
๐Ÿงฌ DeNovo Generate analogs ๐Ÿ”„ Dock Re-dock โœ… Adv Advance โš›๏ธ QPU Quantum (IonQ) ๐Ÿงช WetLab Order synthesis โš›๏ธ VQE โ–ผ Select backend: local (free) ยท sv1 ($0.30) ยท IonQ Aria ($15) ยท IonQ Forte ($15) ๐Ÿง  GCN DRIVER/PASSENGER (87.5%) ๐Ÿงฌ X-Cancer Dual-indication (9 cancers)
โš›๏ธ Quantum VQE Backends
BackendQubitsGatesNoiseCostWhen
local8-16150-2500NoneFreeTesting, nightly, bulk
sv18-16150-2500None$0.30-2Before synthesis ($8K), auditable evidence
ionq_aria8 (max useful)โ‰ค150Real~$15Hardware proof for paper/patent/investor
ionq_forte12 (max useful)โ‰ค300Real~$15Larger fragments on real QPU
Pipeline: SMILES โ†’ RDKit 3D โ†’ PySCF integrals โ†’ Jordan-Wigner โ†’ UCCSD ansatz โ†’ Gradient descent โ†’ Energy. local=free nightly. sv1=auditable. ionq=real quantum hardware.
๐Ÿ“‹ Next Action Legend
๐Ÿ”„ Redock (scaffolds) โ€” re-dock with known inhibitors ๐Ÿงฌ Redock (V4) โ€” neural generation for novel targets โš—๏ธ MD Simulation โ€” binding stability check ๐ŸŽฏ Selectivity โ€” off-target counter-screen ๐Ÿงฌ DepMap โ€” CRISPR dependency check ๐Ÿ”ฌ Pathway โ€” FRSI regulatory analysis ๐Ÿงช Binding assay โ€” wet-lab IC50 escalation โš›๏ธ Quantum VQE โ€” quantum binding confirmation โœ… Quantum done โ€” VQE complete, ready for escalation โœ… Validated โ€” all gates passed โธ๏ธ Hold โ€” waiting for more evidence โŒ Kill โ€” removed from pipeline