Difference between revisions of "AI and Humans"

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** Access to ChatGPT harmed math education outcomes.
 
** Access to ChatGPT harmed math education outcomes.
 
* 2024-09: [https://arxiv.org/abs/2409.09047 AI Meets the Classroom: When Does ChatGPT Harm Learning?]
 
* 2024-09: [https://arxiv.org/abs/2409.09047 AI Meets the Classroom: When Does ChatGPT Harm Learning?]
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* 2026-01: [https://arxiv.org/abs/2601.20245 How AI Impacts Skill Formation]
  
 
==Software/systems==
 
==Software/systems==
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===Law===
 
===Law===
 
* 2025-03: [https://ssrn.com/abstract=5162111 AI-Powered Lawyering: AI Reasoning Models, Retrieval Augmented Generation, and the Future of Legal Practice]
 
* 2025-03: [https://ssrn.com/abstract=5162111 AI-Powered Lawyering: AI Reasoning Models, Retrieval Augmented Generation, and the Future of Legal Practice]
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===Science===
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* 2025-12: [https://www.science.org/doi/abs/10.1126/science.adw3000 Scientific production in the era of large language models]
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* 2026-01: [https://www.nature.com/articles/s41586-025-09922-y Artificial intelligence tools expand scientists’ impact but contract science’s focus]
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* 2026-01: [https://www.anthropic.com/news/accelerating-scientific-research How scientists are using Claude to accelerate research and discovery]
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* 2026-02: [https://arxiv.org/abs/2602.03837 Accelerating Scientific Research with Gemini: Case Studies and Common Techniques]
  
 
===Medical===
 
===Medical===
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* 2025-07: [https://cdn.openai.com/pdf/a794887b-5a77-4207-bb62-e52c900463f1/penda_paper.pdf AI-based Clinical Decision Support for Primary Care: A Real-World Study] ([https://openai.com/index/ai-clinical-copilot-penda-health/ blog])
 
* 2025-07: [https://cdn.openai.com/pdf/a794887b-5a77-4207-bb62-e52c900463f1/penda_paper.pdf AI-based Clinical Decision Support for Primary Care: A Real-World Study] ([https://openai.com/index/ai-clinical-copilot-penda-health/ blog])
 
* 2025-07: [https://arxiv.org/abs/2507.15743 Towards physician-centered oversight of conversational diagnostic AI]
 
* 2025-07: [https://arxiv.org/abs/2507.15743 Towards physician-centered oversight of conversational diagnostic AI]
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* 2026-01: [https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(25)02464-X/abstract Interval cancer, sensitivity, and specificity comparing AI-supported mammography screening with standard double reading without AI in the MASAI study: a randomised, controlled, non-inferiority, single-blinded, population-based, screening-accuracy trial]
  
 
===Translation===
 
===Translation===
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* 2025-07: Pew Research: [https://www.pewresearch.org/short-reads/2025/06/25/34-of-us-adults-have-used-chatgpt-about-double-the-share-in-2023/ 34% of U.S. adults have used ChatGPT, about double the share in 2023]
 
* 2025-07: Pew Research: [https://www.pewresearch.org/short-reads/2025/06/25/34-of-us-adults-have-used-chatgpt-about-double-the-share-in-2023/ 34% of U.S. adults have used ChatGPT, about double the share in 2023]
 
* 2025-12: Epoch AI: [https://epoch.ai/data/polling Polling on AI Usage]
 
* 2025-12: Epoch AI: [https://epoch.ai/data/polling Polling on AI Usage]
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==Usage By==
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* 2026-02: [https://www.nber.org/papers/w34813 The Politics of AI]
  
 
==Usage For==
 
==Usage For==
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=Societal Effects/Transformations=
 
=Societal Effects/Transformations=
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* 2024-09: [https://arxiv.org/abs/2409.01754 Empirical evidence of Large Language Model's influence on human spoken communication]
 
* 2025-09: [https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5425555 Generative AI as Seniority-Biased Technological Change: Evidence from U.S. Résumé and Job Posting Data]
 
* 2025-09: [https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5425555 Generative AI as Seniority-Biased Technological Change: Evidence from U.S. Résumé and Job Posting Data]
  
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===Counter loneliness===
 
===Counter loneliness===
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* 2023-11: [https://arxiv.org/abs/2311.10599 Chatbots as social companions: How people perceive consciousness, human likeness, and social health benefits in machines]
 
* 2024-07: [https://arxiv.org/abs/2407.19096 AI Companions Reduce Loneliness]
 
* 2024-07: [https://arxiv.org/abs/2407.19096 AI Companions Reduce Loneliness]
 
* 2025-03: [https://dam-prod2.media.mit.edu/x/2025/03/21/Randomized_Control_Study_on_Chatbot_Psychosocial_Effect.pdf How AI and Human Behaviors Shape Psychosocial Effects of Chatbot Use: A Longitudinal Controlled Study]
 
* 2025-03: [https://dam-prod2.media.mit.edu/x/2025/03/21/Randomized_Control_Study_on_Chatbot_Psychosocial_Effect.pdf How AI and Human Behaviors Shape Psychosocial Effects of Chatbot Use: A Longitudinal Controlled Study]

Latest revision as of 10:45, 10 February 2026

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

HR

AI improves human work

Coding

Forecasting

Finance

Law

Science

Medical

Translation

Customer service

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

Creativity

Equity

AI worse than humans

AI lowers human productivity

Human Perceptions of AI

AI passes Turing Test

Text Dialog

Art

Uptake

Usage By

Usage For

Hiding Usage

Societal Effects/Transformations

Psychological Impact

Human Sentiment towards AI

AI Persuasion of Humans

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

AI Effects on Human Psychology

Human well-being

Counter loneliness

Human mental abilities (creativity, learning)

Simulate Humans

Sociology

Theory of Mind

Humanlike Vibes

Skeptical

See Also

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