English

A Transaction Represented with Weighted Finite-State Transducers

Formal Languages and Automata Theory 2023-02-02 v1 Artificial Intelligence Computation and Language Machine Learning Rings and Algebras

Abstract

Not all contracts are good, but all good contracts can be expressed as a finite-state transition system ("State-Transition Contracts"). Contracts that can be represented as State-Transition Contracts discretize fat-tailed risk to foreseeable, managed risk, define the boundary of relevant events governed by the relationship, and eliminate the potential of inconsistent contractual provisions. Additionally, State-Transition Contracts reap the substantial benefit of being able to be analyzed under the rules governing the science of the theory of computation. Simple State-Transition Contracts can be represented as discrete finite automata; more complicated State-Transition Contracts, such as those that have downstream effects on other agreements or complicated pathways of performance, benefit from representation as weighted finite-state transducers, with weights assigned as costs, penalties, or probabilities of transitions. This research paper (the "Research" or "Paper") presents a complex legal transaction represented as weighted finite-state transducers. Furthermore, we show that the mathematics/algorithms permitted by the algebraic structure of weighted finite-state transducers provides actionable, legal insight into the transaction.

Cite

@article{arxiv.2302.00200,
  title  = {A Transaction Represented with Weighted Finite-State Transducers},
  author = {J. Nathaniel Holmes and Homayoon Beigi},
  journal= {arXiv preprint arXiv:2302.00200},
  year   = {2023}
}

Comments

2 figures, 3 tables, 2 appendices, Recognition Technologies, Inc. Technical Report

R2 v1 2026-06-28T08:28:42.555Z