FilingLoop: Evaluating and Evolving LLM Agents for Corporate Disclosure Review and Revision.

arXiv:2610.37905v1 Announce Type: new Abstract: Public disclosure repositories such as SEC EDGAR support informed investment through web access to corporate filings. Supporting their review with language model agents requires discovering unstated deficiencies