149 - AI Frontiers: The future of scale with Ahmed Awadallah and Ashley Llorens
In this thought-provoking podcast episode, Ashley Llorens, an AI scientist and engineer, explores the future of artificial intelligence. He engages in a conversation with Ahmed H. Awadallah, a Senior Principal Research Manager, who discusses the latest advancements in large-scale AI models and their potential to revolutionize reasoning, problem-solving, and language capabilities.
Awadallah's work in improving the efficiency of large-scale AI models and efforts to bridge the gap between research and practice, put him at the forefront of this new AI era. During the podcast, he delves into the dynamics between model size, data quality and quantity during model training, the need for better evaluation strategies, and the increasing ability of models to continuously learn.
The episode highlights the exciting potential of large-scale AI models, including GPT-4, and the opportunity they offer in various applications such as healthcare and education. The audience is left to ponder not only the future of AI but also its potential to benefit humanity.
Stay informed about cutting-edge AI developments and delve deeper into the ideas discussed on this podcast by exploring the list of related resources provided, including papers such as "Orca: Progressive Learning from Complex Explanation Traces of GPT-4" and "AI Explainer: Foundation models and the next era of AI."
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