logic-foundations / Model theory

Equivalence of generic stability notions for Keisler measures

Let TT be a complete first-order theory in discrete or continuous logic, let M≺UM\prec\mathcal{U}, and let μ∈Mx(U)\mu\in\mathfrak{M}_{x}(\mathcal{U}) be Borel-definable over MM. The paper proves that the following three conditions are equivalent: (i)(i) μ\mu is a frequency interpretation measure (fim) over MM; (ii)(ii) μ\mu is definable over MM and its canonical random extension rμr_{\mu} is generically stable over MΩM^{\Omega}; (iii)(iii) μ\mu is self-averaging over MM. The new work proves the reverse implications (iii)⇒(ii)⇒(i)(iii)\Rightarrow(ii)\Rightarrow(i) and extends the characterization to continuous logic. The authors therefore make the equivalent conditions into a definitive definition of generic stability for Keisler measures. The paper also proves a further characterization in terms of an order-property condition and derives consequences for closure under Morley products.

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logic-foundationsSep 4, 2026Significance 20/100Registry: unreviewed

Equivalence of generic stability notions for Keisler measures

proved→proved

Let TT be a complete first-order theory in discrete or continuous logic, let M≺UM\prec\mathcal{U}, and let μ∈Mx(U)\mu\in\mathfrak{M}_{x}(\mathcal{U}) be Borel-definable over MM. The paper proves that the following three conditions are equivalent: (i)(i) μ\mu is a frequency interpretation measure (fim) over MM; (ii)(ii) μ\mu is definable over MM and its canonical random extension rμr_{\mu} is generically stable over…

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Let TT be a complete first-order theory in discrete or continuous logic, let M≺UM\prec\mathcal{U}, and let μ∈Mx(U)\mu\in\mathfrak{M}_{x}(\mathcal{U}) be Borel-definable over MM. The paper proves that the following three conditions are equivalent: (i)(i) μ\mu is a frequency interpretation measure (fim) over MM; (ii)(ii) μ\mu is definable over MM and its canonical random extension rμr_{\mu} is generically stable over MΩM^{\Omega}; (iii)(iii) μ\mu is self-averaging over MM. The new work proves the reverse implications (iii)⇒(ii)⇒(i)(iii)\Rightarrow(ii)\Rightarrow(i) and extends the characterization to continuous logic. The authors therefore make the equivalent conditions into a definitive definition of generic stability for Keisler measures. The paper also proves a further characterization in terms of an order-property condition and derives consequences for closure under Morley products.

Let TT be a complete first-order theory in discrete or continuous logic, let M≺UM\prec\mathcal{U}, and let μ∈Mx(U)\mu\in\mathfrak{M}_{x}(\mathcal{U}) be Borel-definable over MM. The paper proves that the following three conditions are equivalent: (i)(i) μ\mu is a frequency interpretation measure (fim) over MM; (ii)(ii) μ\mu is definable over MM and its canonical random extension rμr_{\mu} is generically stable over MΩM^{\Omega}; (iii)(iii) μ\mu is self-averaging over MM. The new work proves the reverse implications (iii)⇒(ii)⇒(i)(iii)\Rightarrow(ii)\Rightarrow(i) and extends the characterization to continuous logic. The authors therefore make the equivalent conditions into a definitive definition of generic stability for Keisler measures. The paper also proves a further characterization in terms of an order-property condition and derives consequences for closure under Morley products.

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