Can LLMs have a "dream-like" state to uniquely facilitate creativity?

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Can LLMs have a "dream-like" state to uniquely facilitate creativity?
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Explore the intriguing parallels between the hypnagogic state and AI creativity.

Edison and others tapped this state for ideas; AI models like LLMs similarly create novel ideas.Have you ever found yourself drifting off to sleep, only to be suddenly jolted awake by a brilliant idea or a vivid, dream-like vision? If so, you've likely experienced the—a unique phase of consciousness that occurs in the transition between wakefulness and sleep. This oft-overlooked state has long been a source of fascination for artists, inventors, and creative thinkers.

Many famous creatives throughout history have harnessed the power of the hypnagogic state. As mentioned, Thomas Edison would often take brief naps while holding a steel ball in each hand. As he drifted off to sleep and his muscles relaxed, the balls would drop and wake him up, allowing him to capture the creative ideas that emerged during his hypnagogic state.

Much like the human mind in the hypnagogic state, AI models like LLMs have the ability to freely associate across vast networks of information, drawing connections between seemingly disparate concepts. They can blend contextual boundaries and generate outputs that are unexpected and thought-provoking.

Conversely, understanding the novel idea generation capabilities of AI models could shed light on the cognitive processes at play during moments of heightened human creativity, such as in the hypnagogic state. Yet as powerful as this hypnagogic state may be, it's still vastly unexplored as a tool for creative enhancement or even discovery. And as we continue to explore the fascinating intersection of human and machine creativity, the hypnagogic state serves as a reminder of the incredible creative potential that lies within our own minds.

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