Alphabeta Math
DefinitionDefinition: Literature-sourcedProof: 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.

Faithfulness of a law to a DAG

Definition

Assume AC, and let a joint law P on the measurable vertex variables of a finite DAG G be given. The law is faithful to G if, for every triple of pairwise disjoint vertex sets A,B,C, the conditional independence σ(XA)⊥ ⁣ ⁣ ⁣⊥σ(XB)∣σ(XC) implies that C d-separates A and B in G. This is the converse of the global Markov implication; faithfulness is a separate assumption on the specified law, not a consequence of DAG factorization. No claim about Markov equivalence, skeletons, or unshielded colliders is included. Here XA is the finite random vector (Xv)v∈A with the finite-product sigma-algebra; for A=∅ it is the unique random element of the empty-product singleton.

Depends on

Used by

Dependency tree · two levels

10 results within two dependency steps of this one, each drawn at its shortest distance from it. An arrow runs from a result to what uses it, so the chart reads left to right and ends at this result, which carries a heavier outline. Every node is a link to that result. Click elsewhere on the chart to enlarge it.

Sources