Real Use Case Patterns for LLMs: How to Identify Problems LLMs Can Help With Right Now

Waleed Kadous

Chief Scientist
Anyscale

Through Dr. Kadous' work at Anyscale, they have seen many applications built using LLMs. In this presentation, Dr. Kadous will share 6 key real use case patterns we are seeing today: summarizing, talking to your data, question answering, diagnostics and advanced autocomplete. He will give concrete examples of each of these and share some of our experiences. At the end of this presentation, you should have an improved intuition for being able to look at a problem and identify if and how LLMs could help with.

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Through Dr. Kadous' work at Anyscale, they have seen many applications built using LLMs. In this presentation, Dr. Kadous will share 6 key real use case patterns we are seeing today: summarizing, talking to your data, question answering, diagnostics and advanced autocomplete. He will give concrete examples of each of these and share some of our experiences. At the end of this presentation, you should have an improved intuition for being able to look at a problem and identify if and how LLMs could help with.