Possible uses
Protocols, documents, summaries and audit
LLMs can support document search, synthesis, text standardization, coherence checking and the creation of interfaces for institutional knowledge.
Language models
Medical LLM with source, limits and human review
Language models in healthcare require control of source, context, privacy and validation before entering any sensitive routine.
Medical LLM for documents, protocols, summaries, agents, clinical RAG, audit, validation, sources and limits of use in healthcare.
Hallucination, weak sourcing and incomplete context
Validation before use in a sensitive routine
Validation should measure consistency, source quality, response when evidence is lacking, behavior in ambiguous situations and the risk of misuse.
Secure architecture
RAG, logs, access control and review
The architecture must separate sensitive data, retrieved context, system instructions, logs, user roles and human decision.