AI in creative work should solve the "major debut curse" where artists lose their edge when scaling up.

Traditionally: Artist gains technical skills + production quality → but loses creative freedom through compromise with labels/producers/teams → output becomes generic.

AI's actual potential: Solo creator maintains 100% creative control + gains technical/production capabilities → keeps the raw, unfiltered vision intact while leveling up execution quality.

The problem right now: Most people using AI have zero creative vision to begin with. It's like forcing a random person off the street to debut as a major artist - obviously fails. The tool doesn't create talent. If your AI output is boring, YOU are boring, not the AI.

The real test: Can someone with sharp, unique taste use AI to amplify their vision WITHOUT getting pulled toward the generic middle? If an artist with a distinct style starts sounding bland after adopting AI tools, that's a complete failure of implementation.

Goal = same creative vector, bigger magnitude. Not dilution for mass appeal. AI should let you go HARDER into your niche, not sand down your edges.