Off-flavour screen — a demonstration.

This is a demo of how the engine reads a panel — not a live run. Every compound is scored from structure alone, with zero training data, and called bitter / astringent (an off-note to fix) or inert (food-safe). The calls are the engine's, scored against an external, human-curated taste database.

This demo replays a representative sample; the headline metrics are from the full run. Structure-only · deterministic · zero training data. © 2026 Hans-Made Research Inc. · patent pending.

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