AI systems like ChatGPT are nearing or surpassing human performance in tasks like reading comprehension and mathematics, quickly rendering traditional benchmarks obsolete.
New assessment methods for evaluating AI on complex tasks are increasingly essential due to the rapid pace of advancement in the field, making benchmarks irrelevant in just a few years.
Stanford's AI Index Report 2024 emphasizes the need for standardized assessments for responsible AI use, as regulation in the US around AI is increasing, but without clear evaluation criteria.
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