Why “Zero-Shot” AI remains out of reach for industrial food R&D
Shahar Rosentraub, Chief Product Officer at AKA Foods, evaluates the limitations of zero-shot AI in industrial food formulation, assessing why general-purpose language models lack the domain-specific grounding required for reliable R&D application — and identifies structured, data-driven deployment as the more scientifically credible path forward.











