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Stress-Testing Large Language Models’ Analogical Reasoning Abilities
Hello all.
May 21
•
Melanie Mitchell
120
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Stress-Testing Large Language Models’ Analogical Reasoning Abilities
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Evaluating Large Language Models Using “Counterfactual Tasks”
“[O]ne thing is clear: LLMs are not human.
May 13
•
Melanie Mitchell
137
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Evaluating Large Language Models Using “Counterfactual Tasks”
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26
"AI now beats humans at basic tasks": Really?
Two weeks ago, Nature, one of the world’s most prestigious journals, had this jarring headline:
May 2
•
Melanie Mitchell
168
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"AI now beats humans at basic tasks": Really?
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30
January 2024
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
•
Melanie Mitchell
129
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An “AI Breakthrough” on Systematic Generalization in Language?
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23
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
283
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Can Large Language Models Reason?
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56
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
•
Melanie Mitchell
106
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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
•
Melanie Mitchell
39
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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
•
Melanie Mitchell
106
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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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27
Thoughts on a Crazy Week in AI News
I write about interesting new developments in AI.
Apr 3, 2023
•
Melanie Mitchell
108
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Thoughts on a Crazy Week in AI News
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45
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
86
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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
•
Melanie Mitchell
46
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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
•
Melanie Mitchell
55
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Did ChatGPT Really Pass Graduate-Level Exams?
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