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Beyond Benchmarks: Understanding LLM's Accuracy Collapse in Reasoning

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Manage episode 489703616 series 3478156
Content provided by Mashhood Rastgar. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Mashhood Rastgar or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

Are Large Language Models (LLMs) truly intelligent, or just sophisticated pattern matchers? This episode dives deep into a fascinating debate sparked by Apple's recent research paper, which questioned the reasoning capabilities of LLMs. We explore the counter-arguments presented by OpenAI and Anthropic, dissecting the methodologies and the core disagreements about what constitutes genuine intelligence in AI. Join us as we unpack the nuances of LLM evaluation and challenge common perceptions about AI's current limitations.

  continue reading

61 episodes

Artwork
iconShare
 
Manage episode 489703616 series 3478156
Content provided by Mashhood Rastgar. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Mashhood Rastgar or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

Are Large Language Models (LLMs) truly intelligent, or just sophisticated pattern matchers? This episode dives deep into a fascinating debate sparked by Apple's recent research paper, which questioned the reasoning capabilities of LLMs. We explore the counter-arguments presented by OpenAI and Anthropic, dissecting the methodologies and the core disagreements about what constitutes genuine intelligence in AI. Join us as we unpack the nuances of LLM evaluation and challenge common perceptions about AI's current limitations.

  continue reading

61 episodes

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