Code, Chaos, and Clarity: Neurosymbolic Approaches to Trustworthy Software Automation
As large code models become increasingly central to software development, concerns about their opacity, reliability, and resource-intensive nature are mounting. This article introduces neurosymbolic software engineering, an innovative paradigm that blends neural learning, symbolic reasoning, and controlled stochasticity.
Authors
- Antonio Mastropaolo (ORCID: https://orcid.org/0000-0002-7965-7712)
Institutions
- Colonial Williamsburg Foundation (US)
Publication Details
- Journal
- Computer
- Published
- 2025-09-24
- DOI
- https://doi.org/10.1109/mc.2025.3579912
- Primary Topic
- Advanced Memory and Neural Computing
- Type
- article
- Field-Weighted Citation Impact
- 0.00