Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

LLMs Thinking is an Illusion - Understanding the Strengths and Limitations of Reasoning Models via Problem Complexity

AI Bites via YouTube

Overview

Coursera Flash Sale
40% Off Coursera Plus for 3 Months!
Grab it
Explore Apple Research's groundbreaking paper "The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity" in this 14-minute video analysis. Examine whether Large Reasoning Models (LRMs) truly engage in reasoning during their "thinking" phase, as current benchmarks like Math-500 and AIME24 only evaluate final outcomes rather than the reasoning process itself. Discover how this research opens new evaluation methodologies for understanding what actually occurs during the reasoning phase of LLMs, challenging assumptions about AI reasoning capabilities. Learn about the paper's findings on problem complexity and its implications for the development and assessment of reasoning models in artificial intelligence.

Syllabus

LLMs thinking is an Illusion! (paper explained) | Apple Research

Taught by

AI Bites

Reviews

Start your review of LLMs Thinking is an Illusion - Understanding the Strengths and Limitations of Reasoning Models via Problem Complexity

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.