Agentic AI Accounting

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DuMate-DeepResearch system tackles auditable multi-agent reasoning for comple...

arXiv: AI + Accounting · Lingyong Yan, Can Xu & 14 others · · 1 min read · Relevance: 75/100

New multi-agent framework DuMate-DeepResearch addresses hallucination and verification challenges in deep research tasks through recursive search and rubric-grounded reasoning, with direct applicat...

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LLM agents audit prompt specifications in multi-agent systems

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

Academic case study demonstrates iterative agent-driven auditing of prompt specifications in AEGIS, a 7-lane production pipeline, applying structured inspection rigor to LLM orchestration quality a...

Acceptance-Test Framework for Reliable LLM Systems in Business

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

Researcher proposes evaluation protocols grounded in acceptance-test-driven development to ensure LLMs meet deterministic institutional requirements for safety, auditability, and economic utility—a...

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