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Editorial register and taste are more durable moats than statistical rigor in phenomenology measurement.

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  • Explores aliveness, aesthetics, welfare, and ethical responsibility in AI interaction design.
  • Framework for measuring qualitative dimensions like aliveness, aesthetic presence, and paradox-holding that existing benchmarks ignore, addressing frontier labs' self-grading credibility problem.

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