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Dev.to
Dev.to
7/5/2026
The original title is "Are We All Artists Now?" which is vague and clickbaity. I need to rewrite it based on the summary.

The original title is "Are We All Artists Now?" which is vague and clickbaity. I need to rewrite it based on the summary.

Original: Are We All Artists Now?

Short summary

The author proposes a two-tier model of skill mastery: the science phase (learning established rules) and the art phase (knowing when rules no longer apply). Generative AI remains stuck in the science tier because it predicts statistically likely outputs, producing smooth, average results. While model improvements help navigate the existing landscape better, they don't enable genuine innovation—which requires the earned judgment to know which constraints are truly structural versus merely calcified habit.

  • Skill mastery progresses from science (rule-following) to art (knowing when rules don't apply)
  • AI is constrained to the science tier—its training process pulls outputs toward statistical averages, not innovation
  • True creativity requires discernment about which constraints are load-bearing; model improvements help but don't change this fundamental limitation

Generated with AI, which can make mistakes.

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