In this interview, we spoke with Dr. Ather Gattami, Leading Swedish AI Expert, AI Researcher at Bitynamics. Dr. Ather is one of the keynote speakers at the upcoming Data Innovation Summit MEA 2024 in Dubai, happening in less than 3 weeks! In this conversation, we delve into large language models (LLMs) and their applications. We explore key aspects related to AI systems, particularly LLMs. We delve into the importance of implementing robust privacy measures to safeguard user data.
Additionally, we examine the broad applications of LLMs beyond chatbots, considering their role in customer service. We also discuss retrieval-augmented generation (RAG) and fine-tuning on-premise to tailor these models for specific needs. Furthermore, we address the challenges hindering the wider adoption of LLMs and propose strategies to overcome them to fully leverage their capabilities. Lastly, we ponder the limitations of RAG, particularly in tasks requiring original, unseen data. Stay tuned for more insights from Dr. Ather during his presentation at the Data Innovation Summit MEA 2024!
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