Pondering AI
Making Model Decisions w/ Dr. Erica Thompson
Dec 18, 2023
Dr. Erica Thompson, author of 'Escape from Model Land', discusses the flaws and biases in large language models like GPT and the importance of educating the public about their limitations. She emphasizes responsible usage of AI models, interdisciplinary collaborations, and societal implications for decision making in the future.
08:03
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Quick takeaways
- The development of large language models has exposed biases in the training set, prompting a conversation about the need to design out biases proactively.
- The episode emphasizes the growing interest in critically examining the limits and consequences of using data and analytics in decision making, highlighting the importance of considering societal impact and humanistic approaches.
Deep dives
The Consequences of Decision Making Based on Mathematical Models
The podcast episode reflects on the fallout of decision making based on mathematical models during the pandemic. It discusses how our understanding of applying models correctly has progressed, but practical implementation has lagged behind. The development of large language models has exposed biases in the training set, prompting a conversation about the need to design out biases proactively. The episode also highlights the importance of defining boundaries for when large language models become misleading or dangerous.
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