A dimensional type system extends Hindley-Milner inference with abelian-group constraints and carries annotations through MLIR lowering to jointly decide numeric representation and deterministic memory allocation at compile time.
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cs.PL 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
A type system over finitely generated abelian groups enables design-time verification of AI model properties and links Hindley-Milner unification to a restriction of Solomonoff's universal prior.
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Dimensional Type Systems and Deterministic Memory Management: Design-Time Semantic Preservation in Native Compilation
A dimensional type system extends Hindley-Milner inference with abelian-group constraints and carries annotations through MLIR lowering to jointly decide numeric representation and deterministic memory allocation at compile time.
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Decidable By Construction: Design-Time Verification for Trustworthy AI
A type system over finitely generated abelian groups enables design-time verification of AI model properties and links Hindley-Milner unification to a restriction of Solomonoff's universal prior.