Study finds governance gaps in multi-agent AI systems for regulated finance

Framework Proposes Graded Independence Standards for AI Auditors

HQ arXiv: AI + Accounting arXiv · 9d ago · 1 min read

Academic paper argues audit independence for agentic AI systems must move beyond binary classification, introducing graded standards across principal, substrate, and evidence independence dimensions.

Agent Decomposition Degrades Financial Policy Compliance, New Benchmark Reveals

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

Fiducia-bench, a new research benchmark, shows that decomposing financial agents into components undermines governance—reducing escalation, abstention, and auditability compliance critical for regu...

Study exposes measurement flaws in agentic AI benchmarks used for audit compl...

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

Research reveals systematic validity problems in automated benchmarks evaluating agentic AI systems, with audits finding flaws in 7 of 10 popular benchmarks—raising questions about safety certifica...

HACCP Framework Proposed as Auditable Standard for AI Systems

HN: Accounting & AI HN · 1mo ago · 1 min read

Researcher proposes adapting food safety's HACCP methodology to create an auditable self-control standard for AI, bridging compliance gaps in automated systems used by auditors and accountants.

Ontological Knowledge Blocks Enable Executable Compliance for AI Systems

HQ arXiv: AI + Accounting arXiv · 4mo ago · 1 min read

Researchers propose Ontological Knowledge Blocks (OKBs), a programmable framework that automates AI governance verification and compliance auditing beyond static checklists, targeting transparency ...