Is AI Reasoning Right for the Wrong Reasons?

Is AI Reasoning Right for the Wrong Reasons?

Author: Quanta Magazine August 11, 2026 Duration: 38:02
Reasoning comes in many technically defined forms, but the basic procedure is easily recognizable: arriving at a sound conclusion by linking together intermediate steps that logically follow from each other. But when it comes to artificial intelligence, it appears AI can either solve famous mathematical research problems in one shot — or experience a “complete accuracy collapse” under the simplest conditions. So which is it: Can AI reason reliably or not? On this episode of The Quanta Podcast, host Samir Patel speaks with writer John Pavlus on the intellectual whiplash surrounding artificial intelligence’s ability to reason. This topic was covered in a recent story for Quanta Magazine.   Each week on The Quanta Podcast, Quanta Magazine editor in chief Samir Patel and Senior Editor Hannah Waters speak with the people behind the award-winning publication to navigate through some of the most important and mind-expanding questions in science and math.

Hosted by Quanta Magazine Editor-in-Chief Samir Patel, The Quanta Podcast is a series of deep, thoughtful conversations with the researchers and thinkers whose work is shaping our fundamental understanding of reality. Each episode delves into a single, profound idea, whether it's a new discovery about black holes, a breakthrough in cellular biology, or an elegant proof in pure mathematics. These aren't surface-level summaries; they are guided tours through complex concepts, made accessible through patient explanation and genuine curiosity. You'll hear directly from the scientists and mathematicians themselves, the very people behind the groundbreaking stories in Quanta Magazine, as they explain not just what they found, but how they think and why it matters. The discussions naturally unfold to explore the implications of these discoveries, revealing the often-surprising connections between different fields and the enduring mysteries that lie just beyond our current grasp. This podcast serves as an audio companion to the magazine's award-winning journalism, designed for anyone with a restless mind eager to peer over the edge of the known world. It’s about the process of inquiry as much as the answers, offering a rare and intimate look at the cutting edge of science and math from those who are actively pushing it forward.
Author: Language: en-us Episodes: 50

The Quanta Podcast
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