Framework enables auditable AI decision-making with uncertainty routing for c...

CAGE-1 framework evaluates control and governance in enterprise AI agents

HQ arXiv: AI + Accounting arXiv · 8d ago · 1 min read

New research paper introduces CAGE-1 evaluation framework for auditing autonomous AI agents in enterprise workflows, addressing control, authorization, policy compliance, and accountability challen...

Multi-agent systems automate IT-Grundschutz compliance audits for SMEs

HQ arXiv: AI + Accounting arXiv · 17d ago · 1 min read

Researchers propose probabilistic multi-agent systems to automate labor-intensive IT-Grundschutz audits under NIS-2 Directive, reducing manual documentation and validation burden for compliance.

Neurosymbolic Framework Bridges LLM Flexibility and Business Process Auditabi...

HQ arXiv: AI + Accounting arXiv · 20d ago · 1 min read

VADAOrchestra combines LLM-based agentic reasoning with symbolic logic to enable adaptive, auditable decision-making in business processes—addressing a core tension in AI-driven accounting workflows.

Open spec for AI agent decision logging aims to boost audit transparency

HN: Accounting & AI HN · 26d ago · 1 min read

AATF proposes open standard for recording AI agent reasoning to enable audit trails and explainability—critical for accounting firms deploying autonomous AI systems.

Python tool automates AI model due diligence and supply-chain audits

HN: Accounting & AI HN · 28d ago · 1 min read

Model Due Diligence, a new open-source CLI tool, enables static evidence-gathering for AI model provenance, integrity, and risk detection—relevant to accounting firms auditing AI systems and AI-dri...