#USA #Cambridge #DARPA #BBN Technologies #DONATELLO

RTX BBN Technologies: Pioneering AI in Regulatory Compliance

In a groundbreaking development, RTX BBN Technologies recently secured a significant contract with the Defense Advanced Research Projects Agency (DARPA) aimed at revolutionizing how artificial intelligence (AI) can comprehend and implement regulatory frameworks. The project, known as the Human-AI Communication for Deontic Reasoning Devops (CODORD), seeks to bridge the ever-widening gap between complex human regulations and AI capabilities.

Understanding the Challenge

The realm of regulatory texts is notorious for its complexity, laden with ambiguities and exceptions that often baffle even the most advanced AI systems. Traditional approaches have struggled to accurately interpret these legal nuances, leading to misinterpretations and overly simplistic solutions that fail to provide actionable insights. This challenge is particularly acute for sectors such as national defense, where precise compliance with regulations is critical but often hampered by the need for expert interpretation.

Dr. Brian Ulicny, principal investigator at BBN, emphasizes the importance of developing systems capable of explicating regulatory actions: “Regulatory texts are complex, full of exceptions and nuances that challenge traditional programming.” His team aims to empower decision-makers by providing clear explanations regarding permitted or prohibited actions in ambiguous situations.

Introducing DONATELLO

To tackle this challenge, BBN Technologies is introducing an innovative solution designated as DONATELLO (DeONtic AssistanT Enabled by Large Language mOdels). This human-in-the-loop AI system is specially designed to parse intricate regulatory texts, translating them into executable logic that can be easily understood and applied by users. Prior research indicated that existing AI models, including the state-of-the-art GPT-4, frequently falter when approaching regulatory material. DONATELLO aims to rectify these shortcomings by providing specific, transparent reasoning for the intricate rules governing compliance.

The Role of Deontic Logic

Core to DONATELLO's architecture is the implementation of deontic logic, which focuses on principles of permissibility, prohibition, and obligation. By leveraging this logical framework, the AI can offer a more nuanced understanding of regulations, presenting decision-makers with the clarity and precision needed to navigate potentially complex compliance landscapes. Ulicny argues that “With DONATELLO, we're not just interpreting regulations; we're empowering decision-makers.”

Collaborative Efforts

This ambitious initiative is not a solo endeavor for BBN Technologies. The project will be executed in collaboration with Johns Hopkins University and Stony Brook University, expanding the pool of expertise dedicated to realizing these advanced AI solutions. The primary work will occur in Cambridge, Massachusetts, with additional research extending to Baltimore, Maryland, and Stony Brook, New York.

Looking Toward the Future

As AI continues to advance, the need for systems that can interpret and apply regulatory texts in a manner that is not only verifiable but also explainable becomes increasingly important. The CODORD program represents a significant step toward achieving that goal, potentially transforming how regulatory compliance is approached across various sectors, especially in defense and security where clarity is crucial.

Founded in 1948, RTX BBN Technologies has established itself as a leader in advanced technology research, particularly in the domain of national security. BBN's legacy includes pioneering contributions such as the ARPANET and the integration of quantum cryptography into metro networks. This latest endeavor only reaffirms BBN’s commitment to driving innovations that will enhance decision-making capabilities and operational efficiencies in a complex regulatory environment.

For further inquiries or to schedule interviews regarding this transformative project, please reach out to the media contact specified by RTX.

This article reflects the ongoing efforts and developments at RTX BBN Technologies, a pivotal player in the intersection of AI and regulatory compliance.