Accountants warned on AI data security risks with Claude and ChatGPT

AI gateway digitally signs LLM responses for audit trails

HN: Accounting & AI HN · 6d ago · 1 min read

A new gateway system cryptographically signs every LLM output, creating immutable audit trails for accounting workflows and regulatory compliance.

Acceptance-Test Framework for Reliable LLM Systems in Business

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

Researcher proposes evaluation protocols grounded in acceptance-test-driven development to ensure LLMs meet deterministic institutional requirements for safety, auditability, and economic utility—a...

Neurosymbolic AI validates procurement offers with auditable reasoning

HQ arXiv: AI + Accounting arXiv · 3mo ago · 1 min read

Researchers combine LLMs with Logic Tensor Networks to validate regulated procurement documents with explainable, legally verifiable decisions suitable for public institutions.

Explainable AI framework tackles fraud detection blind spots in banking audits

HQ arXiv: AI + Accounting arXiv · 3d ago · 1 min read

Academic research proposes XAI-enhanced Isolation Forest model for banking transaction anomaly detection, addressing compliance teams' need for interpretable fraud alerts over opaque rule-based sys...

Sampling methodology breaks down in autonomous finance systems

HQ MindBridge Blog RSS · 3d ago · 1 min read

MindBridge argues that traditional audit sampling—the practice of reviewing representative transaction samples to infer population health—becomes obsolete when autonomous finance systems enable 100...