Difference between revisions of "AI creativity"
KevinYager (talk | contribs) (→Research) |
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* 2024-01: [https://arxiv.org/abs/2402.01727 Prompting Diverse Ideas: Increasing AI Idea Variance] | * 2024-01: [https://arxiv.org/abs/2402.01727 Prompting Diverse Ideas: Increasing AI Idea Variance] | ||
| + | * 2024-01: [https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4686415 Creativity and AI] | ||
* 2024-09: [https://arxiv.org/abs/2409.04109 Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers] | * 2024-09: [https://arxiv.org/abs/2409.04109 Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers] | ||
* 2024-11: <strike>[https://aidantr.github.io/files/AI_innovation.pdf Artificial Intelligence, Scientific Discovery, and Product Innovation]</strike> | * 2024-11: <strike>[https://aidantr.github.io/files/AI_innovation.pdf Artificial Intelligence, Scientific Discovery, and Product Innovation]</strike> | ||
Latest revision as of 10:28, 14 January 2026
Research
- 2024-01: Prompting Diverse Ideas: Increasing AI Idea Variance
- 2024-01: Creativity and AI
- 2024-09: Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
- 2024-11:
Artificial Intelligence, Scientific Discovery, and Product Innovation- 2025-05: Retraction: Assuring an accurate research record
- 2024-12: Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models
- 2024-12: LLMs can realize combinatorial creativity: generating creative ideas via LLMs for scientific research
- 2024-12: LiveIdeaBench: Evaluating LLMs' Scientific Creativity and Idea Generation with Minimal Context
- 2025-03: The Cybernetic Teammate: A Field Experiment on Generative AI Reshaping Teamwork and Expertise
- 2025-03: Midjourney: Modifying Large Language Model Post-Training for Diverse Creative Writing
- 2025-04: Has the Creativity of Large-Language Models peaked? An analysis of inter- and intra-LLM variability
- 2025-05: Creative Preference Optimization
- 2025-05: Generative AI and Creativity: A Systematic Literature Review and Meta-Analysis
- 2025-10: Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity
- 2025-10: Why Did Apple Fall To The Ground: Evaluating Curiosity In Large Language Model
- 2025-10: Artificial Hivemind: The Open-Ended Homogeneity of Language Models (and Beyond)
- 2026-01: OpenNovelty: An LLM-powered Agentic System for Verifiable Scholarly Novelty Assessment
Benchmarks
See: AI benchmarks > Creativity
