The IRS has released the vast majority of the code used to develop its Direct File program, theoretically allowing anyone to build their own versions.

The new dataset also includes training techniques that help the model understand low-resource programming languages such as Cobol, mathematics and program source code discussions.

These commercial and open-source tools will scan code and create software bills of materials automatically.