1. Methodology: Cognitive Scaffolding for Falsifiable Virtualized Discovery & TC/Stability/Novelty scores via heuristic models

1. Methodology: Cognitive Scaffolding for Falsifiable Virtualized Discovery & TC/Stability/Novelty scores via heuristic models

2. Leveraged AGI sessions deploy structured human/machine interplay to probe bandwidth feasibility flow collapse together with iterative scaffolding

2. Leveraged AGI sessions deploy structured human/machine interplay to probe bandwidth feasibility flow collapse together with iterative scaffolding

3. Export formatting (SMILES/SDF/Excel), cross-referencing against PubChem prior art (>95% novelty bias) and processability proxies (NMP/DMF solubility >10 g/L

3. Export formatting (SMILES/SDF/Excel), cross-referencing against PubChem prior art (>95% novelty bias) and processability proxies (NMP/DMF solubility >10 g/L