AI for Food Allergies

Applying general LLMs to food allergies is regulatory theater. Precision in this domain requires validated datasets and strict traceability, not probabilistic text generation. You are building a safety-critical system, not a general knowledge chatbot. The immediate problem is data validation and avoiding catastrophic hallucinations in a high-stakes environment. Focus on the input pipeline, not the model architecture.