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Improved AI confidence measure for autonomous vehicles - EurekAlert
<p>A new Bar-Ilan University study has achieved a milestone in the realm of artificial intelligence (AI) by addressing a fundamental question: Can deep learning architectures achieve greatly above-average confidence for a significant portion of inputs while maintaining overall average confidence?</p> <p> </p> <p>The study's findings provide an emphatic "YES" to this question, marking a significant leap forward in AI's ability to discern and respond to varying levels of confidence in classification tasks. By leveraging insights into the confidence levels of deep architectures, the research team has opened new avenues for real-world applications, ranging from autonomous vehicles to healthcare.</p>
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