Is improvement in Pixels something players can actually feel, or only something they calculate over time? When outcomes shift, how much of that comes from better decisions versus market movement? If two players run the same loop with different assets, are we seeing skill or just scale? Where does understanding truly show up in the results? And if players can’t clearly see that their thinking is making a difference, what exactly are they progressing toward?

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