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An “AI Breakthrough” on Systematic Generalization in Language?
A Fun Puzzle Here’s a fun puzzle for you. I’ll give you six words in an alien language: saa, guu, ree, fii, hoo, and muo. Figure 1 gives a diagram…
Jan 7
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Melanie Mitchell
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An “AI Breakthrough” on Systematic Generalization in Language?
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September 2023
Can Large Language Models Reason?
What should we believe about the reasoning abilities of today’s large language models? As the headlines above illustrate, there’s a debate raging over…
Sep 10, 2023
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Melanie Mitchell
257
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Can Large Language Models Reason?
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June 2023
Did GPT-4 Hire And Then Lie To a Task Rabbit Worker to Solve a CAPTCHA?
A Little Fact Checking Is In Order
Jun 12, 2023
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Melanie Mitchell
104
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Did GPT-4 Hire And Then Lie To a Task Rabbit Worker to Solve a CAPTCHA?
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May 2023
On Evaluating Understanding and Generalization in the ARC Domain
In a previous post I wrote about the Abstraction and Reasoning Corpus (ARC), an idealized domain created by François Chollet for evaluating abstraction…
May 15, 2023
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Melanie Mitchell
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On Evaluating Understanding and Generalization in the ARC Domain
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April 2023
Do half of AI researchers believe that there's a 10% chance AI will kill us all?
Fact-checking a widespread claim
Apr 23, 2023
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Melanie Mitchell
103
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Do half of AI researchers believe that there's a 10% chance AI will kill us all?
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Thoughts on a Crazy Week in AI News
I write about interesting new developments in AI.
Apr 3, 2023
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Melanie Mitchell
107
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Thoughts on a Crazy Week in AI News
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March 2023
Why the Abstraction and Reasoning Corpus is interesting and important for AI
I write about interesting new developments in AI.
Mar 1, 2023
•
Melanie Mitchell
84
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Why the Abstraction and Reasoning Corpus is interesting and important for AI
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23
February 2023
Did ChatGPT Really Pass Graduate-Level Exams?
Part 2
Feb 11, 2023
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Melanie Mitchell
45
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Did ChatGPT Really Pass Graduate-Level Exams?
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Did ChatGPT Really Pass Graduate-Level Exams?
Part 1
Feb 10, 2023
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Melanie Mitchell
55
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Did ChatGPT Really Pass Graduate-Level Exams?
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January 2023
On Detecting Whether Text was Generated by a Human or an AI Language Model
Machines are now able to generate text that is hard to distinguish from that generated by humans. This gives rise to many potential problems; for…
Jan 31, 2023
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Melanie Mitchell
33
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On Detecting Whether Text was Generated by a Human or an AI Language Model
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Response to "On Analogy-Making in Large Language Models"
My first post on this blog was a perspective on a very interesting paper by Webb et al., “Emergent Analogical Reasoning in Large Language Models…
Jan 11, 2023
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Melanie Mitchell
10
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Response to "On Analogy-Making in Large Language Models"
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On Analogy-Making in Large Language Models
A response to "Emergent Analogical Reasoning in Large Language Models" by Webb et al.
Jan 3, 2023
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Melanie Mitchell
34
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On Analogy-Making in Large Language Models
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