Understanding the Importance of Robustness in AI Models In recent years, foundation models have revolutionized the AI landscape, powering applications ranging from natural language understanding to image recognition. These models...
Understanding the Use Case The PHI detection solution we delivered to the customer is designed to identify sensitive information in clinical notes, ensuring privacy and compliance with healthcare standards. However,...
In the world of natural language processing (NLP), LLMs like GPT-4 have changed the game for how machines understand and generate human language. They are the foundation for a ton...
John Snow Labs’ small medical Language model (MedS) outperformed GPT-4o in factuality (by 5–10%), clinical relevance, and conciseness across tasks like summarization, information extraction, and biomedical Q/A, showcasing the impact...
In this blog post, we spotlight the potential of smaller, specialized language models within a Retrieval-Augmented Generation (RAG) framework — a space where large LLMs like GPT-4o are commonly used....
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