Proxy-Pointer Framework for Structure-Aware Enterprise Document Intelligence

# Plain-English Summary Researchers have developed a new way for AI to better understand complex documents like contracts and research papers by recognizing their structure—such as sections, headings, and how ideas connect—rather than just reading words in isolation. This matters for business because it means AI tools can now more accurately compare similar documents or extract key information from lengthy paperwork. The breakthrough could save professionals hours of manual document review work across legal, financial, and research fields.