Study reveals 'compliance gap' where AI systems ignore audit instructions

HACCP Framework Proposed as Auditable Standard for AI Systems

HN: Accounting & AI HN · 3d 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.

Manual audit testing creates growing risk as audits lag behind digital accoun...

AccountingWeb RSS · 5d ago · 1 min read

External audits rely heavily on manual testing despite automation advances, creating efficiency and risk gaps as accounting systems become increasingly digital.

Researchers Propose Audit Framework for LLM Agent Decision-Making

HQ arXiv: AI + Accounting arXiv · 12d ago · 1 min read

New authorization audit method evaluates how LLM agents select tools and arguments, addressing risks when agents rely on untrusted or unauthorized evidence in accounting and compliance tasks.

Framework for Auditable AI Commerce Transactions Proposed

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

Researcher proposes verifiable event timeline for autonomous commerce agents with tamper-evident auditability and fraud detection, addressing gaps in AP2 and ACP protocols.

AI agents optimize cryptographic audit scheduling for blockchain data integrity

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

Researchers propose DRQN-CMDP, a deep reinforcement learning approach using recurrent neural networks to adaptively schedule audits of off-chain data while maintaining security miss-rate constraint...