Analyzes the transition from pattern-replicating Generative AI to autonomous hypothesis generation and scientific discovery in Innovative AI. Proposes a structural roadmap integrating meta-learning, symbolic grounding, and causal exploration.
@article{mohammadabadi2025innovative,
title = {From Generative {AI} to Innovative {AI}: An Evolutionary Roadmap},
author = {Sajjadi Mohammadabadi, Seyed Mahmoud},
journal = {arXiv preprint arXiv:2503.11419},
year = {2025}
}