Why probabilistic AI fails for VAT compliance
Accounting software relying on probabilistic AI models risks VAT return errors; deterministic approaches needed for tax accuracy.
Research Framework for Auditable AI Agents in Production Systems
arXiv paper proposes formal framework for auditability of LLM agents that act on external systems, addressing accountability and responsibility assignment in deployed agent systems.
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