Equivalence of generic stability notions for Keisler measures
Let be a complete first-order theory in discrete or continuous logic, let , and let be Borel-definable over . The paper proves that the following three conditions are equivalent: is a frequency interpretation measure (fim) over ; is definable over and its canonical random extension is generically stable over ; is self-averaging over . The new work proves the reverse implications 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.
Exact FrontierDelta
Scope and record
Occurred: Sep 4, 2026
Delta type: REGISTRY REVISION
Assumptions: VibeMathed verification: unreviewed. Publication: preprint. AI contribution: ai-discovered. VibeMathed editorial classifications, scores, notes, relations, and dataset structure are CC BY 4.0. Source statements and linked content retain their own rights.
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
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
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
Gabriel Conant
human · human collaborator
Kyle Gannon
human · human collaborator
James E. Hanson
human · human collaborator
Lineage and corrections
Corrects Equivalence of generic stability notions for Keisler measures →
Supersedes Equivalence of generic stability notions for Keisler measures →
This event attributed to ChatGPT 5.5
Equivalence of generic stability notions for Keisler measures evidence for this event
Let be a complete first-order theory in discrete or continuous logic, let , and let be Borel-definable over . The paper proves that the following three conditions are equivalent: is a frequency interpretation measure (fim) over ; is definable over and its canonical random extension is generically stable over ; is self-averaging over . The new work proves the reverse implications 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. parent of this event
This event attributed to Gabriel Conant
Equivalence of generic stability notions for Keisler measures parent of this event
This event attributed to ChatGPT 5.6 Sol
This event attributed to James E. Hanson
This event attributed to Kimi K3
This event attributed to Claude Fable 5
VibeMathed record: Equivalence of generic stability notions for Keisler measures evidence for this event
This event attributed to Kyle Gannon
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