OpenAI is working to make ChatGPT more capable across low-resource programming languages—languages and coding environments that have historically had less data, fewer benchmarks, and weaker tooling support.
The effort includes new evaluations for practical software engineering tasks, SQLite, and COBOL migration. That matters because many important systems still depend on older or specialized technologies, and better AI assistance could make maintenance and modernization faster and safer.
Why this is a win
- Broader developer support: AI coding tools can become more useful outside mainstream languages.
- Legacy modernization: Improved COBOL migration support could help update long-running business and government systems.
- Better measurement: New evaluations give researchers clearer ways to track progress on real coding challenges.
While this is still an advancement in evaluation and model improvement rather than a single product breakthrough, it is a meaningful step toward making AI coding help more inclusive, practical, and useful across the software world.