Explore vs. Exploit: The Pattern-Novelty Balance
文章探讨了在生活享受中平衡探索与利用的重要性。通过尝试新事物(探索)和回归熟悉事物(利用),人们可以最大化乐趣。类似地,在音乐中交替使用重复模式和新颖元素能带来最佳体验。过多偏向任一方都会导致乏味或迷失,因此在探索与利用之间找到平衡是关键。 2025-10-12 11:39:27 Author: danielmiessler.com(查看原文) 阅读量:123 收藏

Understanding how oscillating between exploration and exploitation unlocks maximum enjoyment from life

October 12, 2025

Explore vs Exploit Pattern Novelty Diagram

There's a real cool concept that I always come back around to, which is the oscillation between "explore" and "exploit."

Best simple example is trying new restaurants—that might be bad or great—is explore. And going back to your favorites is exploit.

The key point is that if you do too much of either, it reduces the amount of enjoyment you can get from life.

There's another way that this is taught, in a frame I came up with a long time ago, which is pattern versus novelty.

My go-to example here is having a chorus melody, or a hook in a song, which the song keeps coming back to. That's the pattern. And then there's unique things in the song, perhaps in a solo or something.

So once again, it's the oscillation between the two that's necessary.

People love familiar patterns. But if you do too much of it, it becomes boring.

And people love novelty. Unique sounds and ideas and tastes. But even within novelty, if there is too much of it, or for too long, they eventually search for a pattern so that it feels familiar.

Too much novelty and you want patterns.

Too much pattern and you want novely.

Too much exploit (going to your favorites) and you seek to explore. Too much explore (collecting favorites) and you want to just go enjoy some of them.

This is a really powerful concept for thinking about how to get the most out of life.


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