Researchers tackle silent scope omission in policy-following AI agents

Runtime framework enables continuous LLM compliance monitoring for EU AI Act

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

Research proposes 'governance from metrics' approach treating LLM compliance as continuous runtime signal rather than binary audit verdict, addressing EU AI Act requirements for ongoing oversight a...

Ontological Knowledge Blocks Enable Executable Compliance for AI Systems

HQ arXiv: AI + Accounting arXiv · 18d 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 ...

Researchers warn 'human in the loop' AI oversight often masks deeper safety r...

HQ arXiv: AI + Accounting arXiv · 27d ago · 1 min read

Academic paper critiques overuse of 'human in the loop' framing in AI systems as false safety assurance, raising concerns about bias, accountability, and transparency in deployed decision-making sy...

Agentic AI design must balance autonomy and agency in regulated sectors

HQ arXiv: AI + Accounting arXiv · 28d ago · 1 min read

arXiv research proposes architectural tactics for deploying agentic AI in regulated contexts like accounting, emphasizing how autonomy and agency must be coupled to maintain compliance and human ov...

TEE Architecture Enables Auditable AI Grant Evaluation Without Model Exposure

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

Researchers propose a trusted execution environment approach to make LLM-based grant evaluation auditable and contestable while protecting model and scoring logic from applicant gaming.