AI Platform Accelerates Insurance Reserve Estimation for Actuarial Tasks

Open-source LLMs tested for automated ESG reporting and KPI extraction

HQ arXiv: AI + Accounting arXiv · 15d ago · 1 min read

Researchers evaluate open-source large language models with retrieval-augmented generation for automating ESG KPI extraction from 498 real-world EU corporate reports, addressing a gap in domain-spe...

SAGE-Fin framework constrains financial agents through runtime governance

arXiv: AI + Accounting arXiv · 1mo 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...

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

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

New Doc2DB-Bench research evaluates AI systems at converting unstructured financial and operational documents into queryable relational databases with integrity constraints—critical for compliance,...

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

arXiv: AI + Accounting arXiv · 3mo 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 · 3mo 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...