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OpenAI Releases SimpleQA: A New AI Benchmark that Measures the Factuality of Language Models
Summary
OpenAI recently open-sourced SimpleQA: a new benchmark that measures the factuality of responses generated by language models. SimpleQA is unique in its focus on short, fact-seeking questions with a single, indisputable answer, making it easier to evaluate the factual correctness of model responses. Unlike other benchmarks that often become outdated or saturated over time, SimpleQA was designed to remain challenging for the latest AI models. The questions in SimpleQA were created in an adversarial manner against responses from GPT-4, ensuring that even the most advanced language models struggle to answer them correctly. The benchmark contains 4,326 questions spanning various domains, including history, science, technology, art, and entertainment, and is built to be highly evaluative of both model precision and calibration….