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The Sweet Spot of Surprise
Interestingness equals surprise times novelty, which is essential in learning as our brains pay attention to things that surprise us. A language model works similarly to our brain's prediction process. When reading, being bored indicates predictability, while leaning forward and engaging signifies pleasant surprise. The sweet spot is when we're intrigued but not completely lost, striking a balance between confusion and intrigue.