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...
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IRS Office of Professional Responsibility released formal guidelines on Wednesday governing how tax professionals must use generative AI in practice, marking first regulatory framework for AI adopt...
Academic paper quantifies autonomous AI agent failure risk through trace-level underwriting to enable profitable, insurable deployment in operational systems including accounting workflows.
Academic paper proposes deontic trees to help AI agents correctly parse nested exceptions in regulations, addressing failures where systems appear compliant but miss critical edge cases in tax, aud...
Production study demonstrates HOPM framework for auditable, evidence-grounded document generation in marketplace disputes—bridging AI reliability with accounting/compliance audit trails.
Academic research reveals that per-token LLM billing lacks auditability safeguards, enabling dishonest providers to overcharge—a critical issue for accounting firms using AI tools at scale.