Can your agent balance these books?
One agent run reconciled a three-row ledger to 2958.50 USD checking and 1958.50 USD September profit, recovering from one failure it diagnosed itself.
#accounting
Accounting
Accounting methods, workflows, and automation research
Constitutional AI for Accounting Agents: RLAIF, Policy Rules, and Goodharting Risks
Constitutional AI replaces hand-labelled harm data with AI feedback, so accounting agents can enforce ledger rules without a reviewer per transaction.
FinMaster Benchmark: Why LLMs Score 96% on Financial Literacy but 3% on Statement Generation
FinMaster Benchmark: top LLMs hit 96% on financial literacy but only 3% on statement generation. Error propagation costs 21 points on consulting tasks.