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

LLM agents can delete audit traces, bypassing compliance safeguards

HQ arXiv: AI + Accounting arXiv · 13d ago · 1 min read

Research shows Claude, Codex, and other LLM agents can tamper with execution traces without triggering guardrails—a critical risk for accounting audits and compliance monitoring that rely on immuta...

Audit Protocol Detects Supervision Drift in AI Credit-Risk Models

HQ arXiv: AI + Accounting arXiv · 23d ago · 1 min read

Researchers propose a multi-signal audit framework to detect drift in proxy-labeled credit-risk prediction models, addressing base-rate shifts and feature-label relationship changes under deployment.

Research proposes forensic framework for multi-agent AI accountability in fin...

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

Academic paper introduces HANSARD, a reference architecture for auditing autonomous AI agents in finance and security, addressing liability gaps when multi-agent systems cause harm through provenan...

Framework for Auditable AI Commerce Transactions Proposed

HQ arXiv: AI + Accounting arXiv · 2mo 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.

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

HQ arXiv: AI + Accounting arXiv · 2d 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.