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Here is the brief recap.
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# What the Organism Is Trying to Achieve
The organism exists in a world that is partially predictable and partially surprising. Its fundamental challenge is to become progressively better at navigating that world — to recognize patterns that matter, respond to them effectively, and build on past experience to improve future behavior. This requires the organism to continuously update its internal structure based on what it encounters, while remaining stable enough that not every transient experience rewrites everything it has learned.