Equivalence of generic stability notions for Keisler measures
Let $T$ be a complete first-order theory in discrete or continuous logic, let $M\\prec\\mathcal{U}$, and let $\\mu\\in\\mathfrak{M}_{x}(\\mathcal{U})$ be Borel-definable over $M$. The paper proves that the following three conditions are equivalent:\n\n$(i)$ $\\mu$ is a frequency interpretation measure (fim) over $M$;\n\n$(ii)$ $\\mu$ is definable over $M$ and its canonical random extension $r_{\\mu}$ is generically stable over $M^{\\Omega}$;\n\n$(iii)$ $\\mu$ is self-averaging over $M$. The new work proves the reverse implications $(iii)\\Rightarrow(ii)\\Rightarrow(i)$ 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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Scope and record
Occurred: Aug 25, 2026
Delta type: SOURCE CLAIM
Assumptions: VibeMathed verification: unreviewed. Publication: preprint. AI contribution: ai-discovered. Imported under CC BY 4.0.
Canonical aliases: Equivalence of generic stability notions for Keisler measures · Generically stable Keisler measures
Confidence: Not scored
Registry verification: unreviewed · preprint · resolved
Attribution
VibeMathed
registry · event recorded by
Claude Fable 5
model · ai model contributor · maker attribution ambiguous: OpenAI, Moonshot AI, Anthropic
ChatGPT 5.6 Sol
model · ai model contributor · maker attribution ambiguous: OpenAI, Moonshot AI, Anthropic
ChatGPT 5.5
model · ai model contributor · maker attribution ambiguous: OpenAI, Moonshot AI, Anthropic
Kimi K3
model · ai model contributor · maker attribution ambiguous: OpenAI, Moonshot AI, Anthropic
Gabriel Conant
human · human collaborator
Kyle Gannon
human · human collaborator
James E. Hanson
human · human collaborator
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This event attributed to Gabriel Conant
This event attributed to Kyle Gannon
This event attributed to James E. Hanson
This event attributed to Claude Fable 5
This event attributed to Kimi K3
This event attributed to ChatGPT 5.6 Sol
This event attributed to ChatGPT 5.5