Pharo 12 has achieved significant advancements including the integration of 1895 pull requests, improved class organization, and enhanced memory usage. Key features include a revamped architecture, faster code loading, and a new graphics framework for developing apps with widgets based on the Ant Design system. Upcoming resources include the near-release of 'Spec 2.0' and new educational books in 2024.