The document summarizes new features in PostgreSQL 12 Beta 1. Major changes include improvements to analytic query performance through enhancements to parallel queries and partition tables, increased reliability with expanded integrity checking tools, and improved maintainability through changes like abolishing the recovery.conf file and adding monitoring features. The document also notes some incompatible changes in PostgreSQL 12.