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Podcast: Arxiv Papers
Episode: [QA] Potemkin Understanding in Large Language Models
Description: This paper introduces a framework to evaluate large language models, revealing that their benchmark success often reflects superficial understanding, with pervasive internal incoherence in concept representations.https://arxiv.org/abs//2506.21521YouTube: https://www.youtube.com/@ArxivPapersTikTok: https://www.tiktok.com/@arxiv_papersApple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers