Alphabeta Math
RemarkRemark: AI-adaptedProof: Not applicablePipeline-generatedjudge pass (gpt-6-luna)
How statement and proof provenance work

The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.

  • Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
  • AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
  • AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.

These labels describe origin, not correctness: citations and verification chips remain separate evidence.

Finite-partition conjugacy gives no density-contraction theorem

Remarks

The normalized-gamma construction and finite-partition posterior update state no topology on P(X) and specify no density model. They therefore establish neither a weak-support theorem nor density-posterior consistency or contraction. A weak-support claim requires a specified topology and an argument that the prior assigns positive mass to each neighborhood in question. A density-posterior consistency or contraction claim additionally requires a specified sampling model and truth class, plus its own proof under the relevant model-specific hypotheses. For example, the finite-dimensional prior-mass bound in Ghosal--van der Vaart is one ingredient in a separate mixture analysis, not a consequence of the conjugate update alone.

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