Difference between revisions of "AI creativity"
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* 2025-10: [https://arxiv.org/abs/2510.01171 Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity] | * 2025-10: [https://arxiv.org/abs/2510.01171 Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity] | ||
* 2025-10: [https://arxiv.org/abs/2510.20635 Why Did Apple Fall To The Ground: Evaluating Curiosity In Large Language Model] | * 2025-10: [https://arxiv.org/abs/2510.20635 Why Did Apple Fall To The Ground: Evaluating Curiosity In Large Language Model] | ||
| + | * 2025-10: [https://arxiv.org/abs/2510.22954 Artificial Hivemind: The Open-Ended Homogeneity of Language Models (and Beyond)] | ||
| + | * 2026-01: [https://www.arxiv.org/abs/2601.01576 OpenNovelty: An LLM-powered Agentic System for Verifiable Scholarly Novelty Assessment] | ||
=Benchmarks= | =Benchmarks= | ||
Latest revision as of 10:23, 9 January 2026
Research
- 2024-01: Prompting Diverse Ideas: Increasing AI Idea Variance
- 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
