New benchmark tests AI agents on auditable financial research workflows

AuditFlow: Multi-Agent Framework Automates Structured Financial Audit Verific...

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

Researchers propose AuditFlow, a graph-grounded multi-agent AI system that automates financial audit verification by linking reported facts to taxonomy concepts and recomputing values against audit...

New Framework Audits Hallucinations in Multi-Step AI Agent Workflows

HQ arXiv: AI + Accounting arXiv · 11d ago · 1 min read

Researchers introduce Trajel, a dataset and evaluation framework for detecting hallucinations across intermediate steps in multi-agent LLM workflows—critical for auditing AI agents in industrial se...

Ember tracks AI model accuracy with year-long audited benchmark vs. predictio...

HN: Accounting & AI HN · 14d ago · 1 min read

Ember publishes 365-day audited record comparing AI model predictions against Polymarket outcomes, scoring via Brier metric—potential framework for evaluating AI reliability in high-stakes domains ...

Finance leaders report agentic AI improves decision-making and forecast accuracy

HQ Journal of Accountancy RSS · 20d ago · 1 min read

Survey shows global finance leaders see improved decision-making and forecast accuracy from AI, with bigger gains from agentic AI and assurance-ready implementations.

AI bots struggle to pass Wall Street trading and audit benchmarks

HN: Accounting & AI HN · 26d ago · 1 min read

AI agents designed for financial tasks like trading and auditing are failing most real-world Wall Street tests, revealing significant gaps between hype and practical performance.