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ERPBench is introduced, a benchmark that evaluates screenshot-only agents on a live and reproducible ERP system and scores each task against ground-truth values in its database and presents a production-grade harness that gates agent actions behind human approval for safe deployment, which ERPBench runs autonomously.
LLMs can't tell when to shut up in multi-party conversations, but fine-tuning with reasoning traces can teach them some manners.