scientific research
Danielle Vermeer and
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The joke of self-correcting science: The Andero lab and Nature Communications | Introduction to the New Statistics
Robert Calin-Jagemanthenewstatistics.com
Through extensive experimentation across diverse puzzles, we show that frontier LRMs face a complete accuracy collapse beyond certain complexities. Moreover, they exhibit a counter-intuitive scaling limit: their reasoning effort increases with problem complexity up to a point, then declines despite having an adequate token budget. By comparing LRMs
... See moreParshin Shojaee • The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity
“The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity.” They can’t think. Water is wet.
