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Research status

The Uniqueness Gradient

Under methodological review

Why the paper is not currently published

The original working paper combines real literature on recognition and individuality with a new body-wide gradient hypothesis that has not been empirically established.

This inquiry is not a premise of Palo Bloom, the conversation-memory benchmark, or Mpalo product claims.

Preserved

Observer-dependent recognition and the difference between recognizing a person and defining personal identity remain serious questions.

Required next

Accountable authorship, falsifiable predictions, an empirical estimation method, expert review, and a clear decision to fund it as a separate research program.