- AI · arxiv/cs.AI · 8 min
LLMs Need Feedback Loops to Keep Code and Theory Aligned
Researchers propose Comet-H, a system that orchestrates language models through iterative cycles to prevent hallucination and desynchronization in research software development.
May 1, 2026 Read → → - Engineering · arxiv/cs.AI · 8 min
Automated SysML generation bridges text to engineering models
Hendricks and Cicirello propose a five-step pipeline using NLP and LLMs to convert unstructured documents into SysML diagrams and executable dynamical system models.
April 23, 2026 Read → →