
Nature Podcast
Covert racism in AI chatbots, precise Stone Age engineering, and the science of paper cuts
Aug 28, 2024
Discover the alarming covert racism embedded in AI chatbots, as they often make biased judgments based on dialect. Dive into the ancient engineering marvel of the Dolmen of Menga, revealing sophisticated techniques used to position massive stones with millimeter precision. Uncover the peculiar predator-prey dynamics as male fireflies fall prey to orb-weaving spiders. Finally, explore the intriguing science behind paper cuts, including which paper types inflict more pain and innovative solutions like a recyclable paper knife.
20:40
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Quick takeaways
- Recent research highlights that AI chatbots exhibit covert racism by making negative judgments based on dialect, particularly towards African American English.
- The engineering methods used to build the 6,000-year-old Dolmen of Menga reveal sophisticated techniques and advanced architectural understanding of Neolithic builders.
Deep dives
Covert Racism in Language Models
Recent research reveals that large language models harbor covert biases, particularly regarding dialects. In an experiment comparing responses to text written in African American English versus standardized American English, the language models associated negative traits with speakers of the former, such as 'dirty' and 'lazy.' Additionally, job suggestions for speakers of African American English leaned towards roles that typically require less education, indicating underlying prejudices. These findings highlight the urgency of addressing biases in AI systems, as they can directly impact outcomes in areas like hiring and criminal justice.
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