Dec 8, 2023

Chaos in computation

 

The author, Tim Palmer, presents an exciting discussion on chaos theory and the beneficial behaviors of chaotic systems. For people interested in #AI and #LLMs, chapters that explain the utility of lowering the power supplied to chips are particularly intriguing. Generating noise can translate into many applications in Generative AI. For example, we know that signal noise might benefit a neural network's output quality. The author's examples of low-power and noisy supercomputers applied to hard computational problems like weather prediction are fascinating. It is hard to disagree with the author that the human brain is such an example of a noisy, chaotic system that exhibits lots of creativity. This discussion also reminded me of #Protopia's (protopia.ai) approach to cybersecurity in #GenAI pipelines based on turning the original signal into noise. #chaos #chaoticsystems


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