The Creativity Conjecture: Innovation Mechanisms of Experience Training, Randomness, and Multi-Level Data Fusion

Abstract excerpt

The “creative” outputs of artificial intelligence systems—from GPT composing poetry to AlphaFold predicting protein structures—raise a philosophical question: where does creativity come from? Is it simple reproduction of training data, or a chance product of stochastic algorithms? This paper proposes “The Creativity Conjecture”: the creative output of an AI system is neither pure reproduction of training data nor...

Topics

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• Artificial Intelligence
• Decision Support Systems, Clinical
• Electronic Health Records
• Genetic Variation
• Genetics, Bioinformatics, and Biomedical Research
• Genetics, Medical

Identifiers and source

Literature Corpus work

1403cef6-0af4-54f9-9c76-c59e13a9c7a6

DOI

10.20944/preprints202607.0903.v1