A probabilistic runtime extension to typestates adds mutable state, mixed input/output sessions, and monitoring of expected action ratios to model concurrent and quantitative aspects of distributed protocols.
Strom and Shaula Yemini
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Chaintrix achieves 71.7% recall on 120 high-severity vulnerabilities in the EVMbench benchmark and outperforms the strongest frontier-model baseline by 26 percentage points through LLM pipelines grounded in a Cross-Contract Interaction Model and filtered by structural checks.
Anzen introduces three unequivocal assignment operators and a type-capability system for uniqueness and immutability, formalized via minimal calculus.
A formal coordination model with dynamic roles and data-driven transitions enables a toolchain for validating models, generating Solidity smart contracts, and synthesizing tests.
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