#demographic-bias

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#llms #ai #public-consultation #thematic-analysis #human-oversight #synthetic-sampling #polling-error #ai-polling
Data science
fromComputerWeekly.com
2 days ago

Department for Transport shows how its AI system avoids bias | Computer Weekly

The UK Department for Transport developed the Consultation Analysis Tool to analyze citizen feedback using AI for greater efficiency.
Artificial intelligence
fromFlowingData
7 months ago

Real polling asks real people, unlike synthetic sampling

Synthetic sampling with LLMs produces substantial, often large errors in replicating real polling and demographic proportions, making it unreliable for serious analysis.
US politics
fromFuturism
7 months ago

Political Pollsters Are Trying to Save Money by Polling AI Instead of Real People, and It's Going About as Well as You'd Expect

AI-generated survey respondents diverge significantly from real people, producing inaccurate political polling especially for underrepresented demographic groups.
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