AIBullisharXiv – CS AI · 7h ago7/10
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AUDITFLOW: Executable Symbolic Environments for Structured Financial Reporting Verification
Researchers introduced AuditFlow, a multi-agent AI framework that combines language models with symbolic environments to verify structured financial reporting. The system achieved 82% accuracy in audit verification by separating adaptive search from deterministic symbolic checks, demonstrating that deterministic verification—not language models alone—drives reliable audit outcomes.
🧠 GPT-5