Difference between revisions of "AI and Humans"

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===Creativity===
 
===Creativity===
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* See also: [[AI creativity]]
 
* 2023-07: [https://mackinstitute.wharton.upenn.edu/wp-content/uploads/2023/08/LLM-Ideas-Working-Paper.pdf Ideas Are Dimes A Dozen: Large Language Models For Idea Generation In Innovation]
 
* 2023-07: [https://mackinstitute.wharton.upenn.edu/wp-content/uploads/2023/08/LLM-Ideas-Working-Paper.pdf Ideas Are Dimes A Dozen: Large Language Models For Idea Generation In Innovation]
 
* 2023-09: [https://www.nature.com/articles/s41598-023-40858-3 Best humans still outperform artificial intelligence in a creative divergent thinking task]
 
* 2023-09: [https://www.nature.com/articles/s41598-023-40858-3 Best humans still outperform artificial intelligence in a creative divergent thinking task]
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===Creativity===
 
===Creativity===
 +
* See also: [[AI creativity]]
 
* 2024-07: [https://www.science.org/doi/10.1126/sciadv.adn5290 Generative AI enhances individual creativity but reduces the collective diversity of novel content]
 
* 2024-07: [https://www.science.org/doi/10.1126/sciadv.adn5290 Generative AI enhances individual creativity but reduces the collective diversity of novel content]
 
* 2024-08: [https://www.nature.com/articles/s41562-024-01953-1 An empirical investigation of the impact of ChatGPT on creativity]
 
* 2024-08: [https://www.nature.com/articles/s41562-024-01953-1 An empirical investigation of the impact of ChatGPT on creativity]
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* 2025-04: [https://spinup-000d1a-wp-offload-media.s3.amazonaws.com/faculty/wp-content/uploads/sites/27/2025/03/AI-debt-collection-20250331.pdf How Good is AI at Twisting Arms? Experiments in Debt Collection]
 
* 2025-04: [https://spinup-000d1a-wp-offload-media.s3.amazonaws.com/faculty/wp-content/uploads/sites/27/2025/03/AI-debt-collection-20250331.pdf How Good is AI at Twisting Arms? Experiments in Debt Collection]
 
* 2025-04: [https://arxiv.org/abs/2504.18919 Clinical knowledge in LLMs does not translate to human interactions]
 
* 2025-04: [https://arxiv.org/abs/2504.18919 Clinical knowledge in LLMs does not translate to human interactions]
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* 2025-05: [https://royalsocietypublishing.org/doi/10.1098/rsos.241776 Generalization bias in large language model summarization of scientific research]
  
 
==Human Perceptions of AI==
 
==Human Perceptions of AI==
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* 2025-05: [https://www.nber.org/papers/w33777 Large Language Models, Small Labor Market Effects]
 
* 2025-05: [https://www.nber.org/papers/w33777 Large Language Models, Small Labor Market Effects]
 
** Significant uptake, but very little economic impact so far
 
** Significant uptake, but very little economic impact so far
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* 2025-05: [https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5136877 The Labor Market Effects of Generative Artificial Intelligence]
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** US worker usage of AI increasingly rapidly: 30% in 2024-12; 40% in 2025-05
  
 
==Usage For==
 
==Usage For==

Latest revision as of 09:35, 28 May 2025

AI in Education

Survey/study of

AI improves learning/education

AI harms learning

Software/systems

LLMs

Individual tools

Systems

AI for grading

Detection

AI Text Detectors Don't Work

AI/human

Capabilities

Writing

AI out-performs humans

Tests

Creativity

Art

Business & Marketing

Professions

  • Humanity's Last Exam
    • Effort to build a dataset of challenging (but resolvable) questions in specific domain areas, to act as a benchmark to test whether AIs are improving in these challenging topics.

Coding

Medical

Bio

Therapy

Financial

AI improves human work

Coding

Forecasting

Finance

Law

Medical

Translation

Customer service

  • 2023-11: Generative AI at Work: Improvements for workers and clients (though also a ceiling to improvement)

Creativity

Equity

Counter loneliness

AI worse than humans

Human Perceptions of AI

AI passes Turing Test

Text Dialog

Art

Psychological Effects of AI Usage

Uptake

Usage For

Hiding Usage

Sentiment

Persuasion

(AI can update beliefs, change opinions, tackle conspiracy theories, etc.)

Simulate Humans

See Also