Benchmark tests AI's ability to convert documents into relational databases f...

SAGE-Fin framework constrains financial agents through runtime governance

arXiv: AI + Accounting arXiv · 14d ago · 1 min read

Researchers propose SAGE-Fin, a structured authority-handoff contract system that prevents AI financial agents from executing unauthorized transactions by controlling proposed effects at runtime ra...

Neurosymbolic AI System Bridges Rigid Processes and Adaptive Reasoning for En...

arXiv: AI + Accounting arXiv · 2mo ago · 1 min read

VADAOrchestra combines symbolic logic with LLM-based reasoning to enable adaptive business workflows that maintain auditability—addressing a key gap for regulated industries like accounting and fin...

Stanford releases open SEC filings dataset for LLM pretraining

HQ arXiv: AI + Accounting arXiv · 2mo ago · 1 min read

Stanford researchers publish SEFD, an open-source dataset reconstructing SEC EDGAR filings into layout-faithful MultiMarkdown to address scarcity of high-quality long-context training data for fina...

Mojo language targets reproducibility gap in quantitative finance systems

HQ arXiv: AI + Accounting arXiv · 2mo ago · 1 min read

Mojo, Modular's Python-like systems language, addresses the 30-year 'two-language tax' in quantitative finance where Python research models are rewritten in C++ for production, introducing numerica...

Green SARC framework controls costs and emissions in agentic AI systems