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Artwork for AI: A Guide for Thinking Humans

AI: A Guide for Thinking Humans

Melanie Mitchell

I write about interesting new developments in AI.

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Artwork for AI: A Guide for Thinking Humans

Latest Issues

On Brian Cantwell Smith and the Promise of AI

Today I had the bittersweet pleasure of participating in a symposium honoring the late philosopher Brian Cantwell Smith, a good friend whom I’d known for over 30 years. Before he died last year, Brian held an endowed chair at the University...

3 months ago
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On Evaluating Cognitive Capabilities in Machines (and Other "Alien" Intelligences)

At NeurIPS 2025

I had the great honor of being invited to give a keynote lecture at NeurIPS 20251, one of the most important annual AI/machine-learning conferences. The conference took place in San Diego, in the largest conference cent...

4 months ago
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Do AI Reasoning Models Abstract and Reason Like Humans?

Here I’ll summarize a new paper from my group:

Do AI Reasoning Models Perform Humanlike Abstract Reasoning?

The Abstraction and Reasoning Corpus (now called ARC-AGI-1) has become popular as a test of abstract reasoning ability in AI model...

7 months ago
208
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Magical Thinking on AI

Last week my mother texted me with a homework assignment for our weekly call. “Please read the latest Thomas Friedman column in the New York Times. I hope we can discuss it.” As Rumpole of the Bailey used to say, it was a request from “she...

8 months ago
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Lying, gaslighting, & blackmailing — what's going on with AI chatbots?

In my final column for Science’s “Expert Voices” series, I wrote about why AI chatbots like ChatGPT and Claude are misbehaving in all kinds of ways.

I hope you will read it! I look forward to your comments.

10 months ago
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  • Melanie Mitchell

    Melanie Mitchell, Professor at the Santa Fe Institute, is the award-winning author of Artificial Intelligence: A Guide for Thinking Humans. She works in the fields of AI, cognitive science, and complex systems.

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