AI model evaluation

24/09/2024 28 min Temporada 1 Episodio 2
AI model evaluation

Listen "AI model evaluation"

Episode Synopsis

AI is evolving at lightning speed - the shift from custom-built models to pre-trained large language models (LLMs) is driving rapid adoption from businesses.But how do we know if all these models are actually driving positive business outcomes? As the New York Times put it, “AI has a measurement problem”. In this Episode:Why most current AI model evaluation methods fall shortHow to truly measure AI effectiveness with real-world data and experimentation