Understanding algorithmic information theory's reality

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Where and how could a layperson begin to understand algorithmic information theory and its proposed version of reality?
Where and how could a layperson begin to understand algorithmic information theory and its proposed version of reality? I just read some "bits" (pun intended) about its strings of events and how it proposes algorithms can predicts how subjective timelines will continue, and I want to learn more!
 
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