Ario system enables AI-readable repository snapshots for auditable AI memory

TRACE Framework Measures Explainability Debt in Production AI Systems

HQ arXiv: AI + Accounting arXiv · 6d ago · 1 min read

Academic research introduces TRACE, a governance framework for tracking AI decision explainability in regulated domains, addressing audit and compliance risks when regulators demand accountability.

Study reveals evidence-binding gaps in LLM agent audit trails for banking

HQ arXiv: AI + Accounting arXiv · 7d ago · 1 min read

Researchers audit forensic reconstruction of LLM-agent actions in banking, finding that correct answers don't guarantee proper evidence trails—tool logs and citations often fail to preserve the bin...

Researchers propose framework for verifying AI agent claims under EU AI Act

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

Academic paper argues that auditable claims about AI agents require explicit policy, scope, settlement records, and authorship—addressing EU AI Act Article 12's logging requirements.

AI supervision framework with blockchain audit trails cuts fraud detection fa...

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

Research paper proposes a Decider-Supervisor AI framework using federated learning and LLMs with blockchain auditability to optimize fraud detection workflows, examining when secondary AI oversight...

Researchers expose staged prompt injection risks in AI agent audits

HQ arXiv: AI + Accounting arXiv · 10d ago · 1 min read

Academic paper reveals how long-horizon AI agents are vulnerable to indirect prompt injection attacks across multi-step workflows, with implications for auditing AI systems used in accounting conte...